diff --git a/llm-srbench/bio_pop_growth/BPG0/metadata.yaml b/llm-srbench/bio_pop_growth/BPG0/metadata.yaml index d7b2e0783cf5b6bc0ba0f48ec6ffc15a43c8c497..a9199e3115e525fc9993a59162992da417bb556f 100644 --- a/llm-srbench/bio_pop_growth/BPG0/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 101.43367767333984] ood_range: [101.26644897460938, 101.43058013916016] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0711578950285911, 26.604358673095703] ood_range: [-0.06796845048666, 0.100564457476139] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG1/metadata.yaml b/llm-srbench/bio_pop_growth/BPG1/metadata.yaml index 01e149c888382dc07470a62bc87f93f4c43eb6de..6745dcd2e6de7738893f8b13b478e9948cab66b2 100644 --- a/llm-srbench/bio_pop_growth/BPG1/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG1 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.087017059326165] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 996.0541381835936] ood_range: [997.2052612304688, 1311.25830078125] - + description: Population at time t target: name: dP_dt type: continuous train_range: [0.3280320763587951, 48.74041748046875] ood_range: [48.775184631347656, 58.080604553222656] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG10/metadata.yaml b/llm-srbench/bio_pop_growth/BPG10/metadata.yaml index f5e5fae56d6684f30be04be9081e49b9d741ee9b..e4bf422009e8ce4d1ed9f5e43ae745f736e45b8b 100644 --- a/llm-srbench/bio_pop_growth/BPG10/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG10/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG10 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.087017059326165] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 590.2333374023438] ood_range: [591.6644287109375, 1080.2445068359375] - + description: Population at time t target: name: dP_dt type: continuous train_range: [0.2020162045955658, 60.46563720703125] ood_range: [60.61087417602539, 110.1498565673828] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG11/metadata.yaml b/llm-srbench/bio_pop_growth/BPG11/metadata.yaml index d72ac11d5b4b0a9128266a82fad93c9776a2c0f7..a26aabeb34703a488637527029a6b3f13d713539 100644 --- a/llm-srbench/bio_pop_growth/BPG11/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG11/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG11 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 125.01062774658205] ood_range: [81.60037994384764, 83.52909088134764] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-1.6351751089096067, 45.735366821289055] ood_range: [-0.3851576149463653, -0.3096195757389068] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG12/metadata.yaml b/llm-srbench/bio_pop_growth/BPG12/metadata.yaml index c94d611fd365be14f2d2a3048562098c8765ef83..5a7e466d82566d3a4f0d85f34c33ff3a417ae196 100644 --- a/llm-srbench/bio_pop_growth/BPG12/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG12/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG12 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.087017059326165] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 136.5778350830078] ood_range: [17.544462203979492, 136.52293395996094] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-33.35061264038086, 50.45180892944336] ood_range: [-23.597190856933597, 50.378955841064446] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG13/metadata.yaml b/llm-srbench/bio_pop_growth/BPG13/metadata.yaml index 2d88a6ab6f1cb87bf30c15f6e15c598e60f1a1a6..5d935de6548a77e7d8b3e6a8fb4a3d34829fa6ea 100644 --- a/llm-srbench/bio_pop_growth/BPG13/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG13/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG13 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 18.93589401245117] ood_range: [18.906984329223636, 18.923608779907227] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0260864794254302, 4.357088088989258] ood_range: [-0.008245201781392, 0.0158262960612773] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG14/metadata.yaml b/llm-srbench/bio_pop_growth/BPG14/metadata.yaml index 17b334da213348e771b690d34842505018fa4c37..9277983ed2907d661ae23b25a69dcedc64b1d56a 100644 --- a/llm-srbench/bio_pop_growth/BPG14/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG14/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG14 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 82.64566802978516] ood_range: [81.76631927490233, 82.00167083740233] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0608358271420001, 5.34712028503418] ood_range: [-0.0479926317930221, -0.0332890152931213] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG15/metadata.yaml b/llm-srbench/bio_pop_growth/BPG15/metadata.yaml index 4da3c94154b96703a705b90ef103c86686014d5e..2d2aa3f7f6279abe516f78a04eaaf8bdcb7fb74c 100644 --- a/llm-srbench/bio_pop_growth/BPG15/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG15/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG15 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 863.796142578125] ood_range: [863.8984985351561, 910.5299072265624] - + description: Population at time t target: name: dP_dt type: continuous train_range: [0.9333770275115966, 26.174877166748047] ood_range: [7.296356201171875, 8.690641403198242] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG16/metadata.yaml b/llm-srbench/bio_pop_growth/BPG16/metadata.yaml index f8351e64e01607ba55ceb4c8fd6bbd8544603004..f7b35b3e91665bc8aafdc4282f3ea1d48c79bc59 100644 --- a/llm-srbench/bio_pop_growth/BPG16/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG16/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG16 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0236047506332395, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0252697467803955, 20.808717727661133] ood_range: [20.76712417602539, 20.806241989135746] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0868860781192779, 14.477863311767578] ood_range: [-0.075567290186882, 0.1025465950369834] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG17/metadata.yaml b/llm-srbench/bio_pop_growth/BPG17/metadata.yaml index 3ab311a7da3663d56a6c149e1a41275013e53c16..bbf5e2a88b38b8959249b89959dae5900c971d28 100644 --- a/llm-srbench/bio_pop_growth/BPG17/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG17/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG17 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.011802315711975, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.001604437828064, 1.6474760770797727] ood_range: [1.647268533706665, 1.6473846435546875] - + description: Population at time t target: name: dP_dt type: continuous train_range: [9.71924509940436e-06, 0.1357399821281433] ood_range: [2.4946210032794625e-05, 4.429259934113361e-05] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG18/metadata.yaml b/llm-srbench/bio_pop_growth/BPG18/metadata.yaml index 958046d72bec85a8158ba8e8ced55a8d28432d11..36e4c138654029a4d272212678de3c2f1622adad 100644 --- a/llm-srbench/bio_pop_growth/BPG18/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG18/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG18 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 146.1099090576172] ood_range: [65.21031188964844, 146.11749267578125] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-30.2821102142334, 39.31348037719727] ood_range: [-23.945425033569336, 35.53845977783203] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG19/metadata.yaml b/llm-srbench/bio_pop_growth/BPG19/metadata.yaml index 4ea7e85b13c4dcbf7f093f9ce261e3aa5cb28507..284a01c12c6c790a04c81e7d1c4c1c84b7c0d199 100644 --- a/llm-srbench/bio_pop_growth/BPG19/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG19/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG19 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 84.45972442626953] ood_range: [84.37753295898438, 84.4347915649414] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0178975835442543, 8.91164970397949] ood_range: [-0.0079850191250443, 0.0159349553287029] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG2/metadata.yaml b/llm-srbench/bio_pop_growth/BPG2/metadata.yaml index 16a954c6f4ed5c7f85bc61831d1c59626c196894..adbd2a0aa625af224ca93bc71d50336c9762a136 100644 --- a/llm-srbench/bio_pop_growth/BPG2/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG2/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG2 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.087017059326165] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 30.49044418334961] ood_range: [21.24883270263672, 37.46926498413086] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-5.458624839782715, 6.263537883758545] ood_range: [-6.818374633789063, 7.535098075866699] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG20/metadata.yaml b/llm-srbench/bio_pop_growth/BPG20/metadata.yaml index a6b5cf66f9b054ffb14dfd4687632af0334d4fa8..650dc776293770de225fb2e9b2980ffbccc03f86 100644 --- a/llm-srbench/bio_pop_growth/BPG20/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG20/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG20 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.011802315711975, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.001781702041626, 77.3592300415039] ood_range: [77.2086639404297, 77.36638641357422] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.097184307873249, 19.27203750610352] ood_range: [-0.1087547615170478, 0.1452370584011077] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG21/metadata.yaml b/llm-srbench/bio_pop_growth/BPG21/metadata.yaml index 6c08535523681d99a4645f6d6103fb5a1d90a3cc..970ef873eba1970cd3d1e795c66f3ec2d41f53bf 100644 --- a/llm-srbench/bio_pop_growth/BPG21/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG21/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG21 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.087017059326165] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [0.0007942231022752, 1.0009142160415647] ood_range: [0.0003467543865554, 0.0007915974128991] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0974056497216224, 0.0323775708675384] ood_range: [-0.0001111357050831, -4.8687368689570576e-05] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG22/metadata.yaml b/llm-srbench/bio_pop_growth/BPG22/metadata.yaml index 4e2b451e1bf9f2737de48c5618a206c197e96559..b4a59aace056e1fdc8b7c11d4149c4f7e253376c 100644 --- a/llm-srbench/bio_pop_growth/BPG22/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG22/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG22 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 339.83746337890625] ood_range: [340.41796875, 789.8397827148436] - + description: Population at time t target: name: dP_dt type: continuous train_range: [0.1178160905838012, 49.21247482299805] ood_range: [49.293643951416016, 111.22071838378906] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG23/metadata.yaml b/llm-srbench/bio_pop_growth/BPG23/metadata.yaml index c8ac03e1e068b82a6783355fb8f3d95752b488f1..7eb9a8df77363d44d33eb66b366405ac25e48413 100644 --- a/llm-srbench/bio_pop_growth/BPG23/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG23/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG23 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 65.7197494506836] ood_range: [65.60746765136719, 65.68026733398438] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0623511560261249, 18.200233459472656] ood_range: [-0.015997102484107, 0.0693235546350479] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG3/metadata.yaml b/llm-srbench/bio_pop_growth/BPG3/metadata.yaml index 2d94f3b30edbbb7016448b06008cd655537e268b..8b8999c5abe27fd0748fe9fa237b8fed3d4ccd9d 100644 --- a/llm-srbench/bio_pop_growth/BPG3/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG3/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG3 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [-6.025567813594536e-07, 1.0] ood_range: [-6.14393911746447e-07, 9.115041166296578e-07] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.5821114182472229, 5.092100536785438e-07] ood_range: [-7.702956281718798e-07, 5.192134153730876e-07] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG4/metadata.yaml b/llm-srbench/bio_pop_growth/BPG4/metadata.yaml index 043ad21ccbae05f97522ca9a7617decde31f6204..cd56b33c7cbc75f20cd9eed75273af2c37aab5eb 100644 --- a/llm-srbench/bio_pop_growth/BPG4/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG4/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG4 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.07521438598633] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 97.11012268066406] ood_range: [97.08235931396483, 97.09300231933594] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0046726069413125, 8.388450622558596] ood_range: [0.0012462933082133, 0.0049215489998459] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG5/metadata.yaml b/llm-srbench/bio_pop_growth/BPG5/metadata.yaml index 86e24f67f3be43c3dc1c53e0ed71921f975e3b43..0ac7a5573ce1cad01179022b7df2d6124eca80fc 100644 --- a/llm-srbench/bio_pop_growth/BPG5/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG5/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG5 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.011802315711975, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.012071967124939, 95.21900939941406] ood_range: [95.09303283691406, 95.21907806396483] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0513237453997135, 24.778741836547848] ood_range: [-0.0513928867876529, 0.0798620656132698] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG6/metadata.yaml b/llm-srbench/bio_pop_growth/BPG6/metadata.yaml index 85562d252475ba066b3aeab33fd7495533fdbb78..e14e93411f185bb4e436dbcf3ffa6af76e66a2c3 100644 --- a/llm-srbench/bio_pop_growth/BPG6/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG6/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG6 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [0.0422538369894027, 1.0] ood_range: [0.0422605946660041, 0.0423309579491615] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-6.220047473907472, 0.0001703652087599] ood_range: [-0.000193055049749, 0.0001385165232932] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG7/metadata.yaml b/llm-srbench/bio_pop_growth/BPG7/metadata.yaml index 8363afb209be50d073be60c9487ebf28e0fcaa09..dfa72a4818e4563c778448568d19af304ea8f5ef 100644 --- a/llm-srbench/bio_pop_growth/BPG7/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG7/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG7 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 14.585335731506348] ood_range: [14.564560890197754, 14.579937934875488] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0222861990332603, 4.453599452972412] ood_range: [-0.0119898384436964, 0.0172621961683034] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG8/metadata.yaml b/llm-srbench/bio_pop_growth/BPG8/metadata.yaml index b895c8307f5ea9c1e39c862278c2d6e7b0105937..72b0f5ad84da79d76685cbb17b04bc6b87a82440 100644 --- a/llm-srbench/bio_pop_growth/BPG8/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG8/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG8 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.011802315711975, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0352550745010376, 80.19298553466798] ood_range: [80.05930328369139, 80.16766357421875] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.1455530226230621, 42.02779006958008] ood_range: [-0.0930458009243011, 0.1313011795282363] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/bio_pop_growth/BPG9/metadata.yaml b/llm-srbench/bio_pop_growth/BPG9/metadata.yaml index 924485faafb0f7273e5851963f8bace2e36c27a0..c28722a7b123f41a7d47b4efdd54fbf80ba126d6 100644 --- a/llm-srbench/bio_pop_growth/BPG9/metadata.yaml +++ b/llm-srbench/bio_pop_growth/BPG9/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__bio_pop_growth__BPG9 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0, 54.098819732666016] ood_range: [54.11062240600586, 60.0] + description: Time - name: P type: continuous train_range: [1.0, 10.860922813415527] ood_range: [10.842653274536133, 10.858882904052734] - + description: Population at time t target: name: dP_dt type: continuous train_range: [-0.0164870247244834, 3.096616506576538] ood_range: [-0.0125586595386266, 0.0185931175947189] - + description: Population growth rate license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK0/metadata.yaml b/llm-srbench/chem_react/CRK0/metadata.yaml index 7fea4ba3da0ff21b9726fdd51f15d2da0efddaf6..cb8d0aadcb831a1f03cafde16423292931915ab0 100644 --- a/llm-srbench/chem_react/CRK0/metadata.yaml +++ b/llm-srbench/chem_react/CRK0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.974796295166016] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 1.1740511655807495] ood_range: [1.1720833778381348, 1.1730549335479736] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.00042313997983, 0.0728384181857109] ood_range: [9.84279831754975e-05, 0.0006061122985556] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK1/metadata.yaml b/llm-srbench/chem_react/CRK1/metadata.yaml index 9c0af0ff5671e6cc785f5aec728b1b5b0ef73a8b..84a553765e741bd5a86cced095e29a59c04aecc1 100644 --- a/llm-srbench/chem_react/CRK1/metadata.yaml +++ b/llm-srbench/chem_react/CRK1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK1 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.5559830069541931, 1.0] ood_range: [0.5561222434043884, 0.5567852854728698] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.9757795929908752, 0.0006721731042489] ood_range: [-0.0008007150026969, 0.0004166998260188] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK10/metadata.yaml b/llm-srbench/chem_react/CRK10/metadata.yaml index 1ce8d419cd2a10b01aaf65ade9318f2c5832518c..9546ebee083c6bca334b82b02c4064714b54d592 100644 --- a/llm-srbench/chem_react/CRK10/metadata.yaml +++ b/llm-srbench/chem_react/CRK10/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK10 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 1.6793736219406128] ood_range: [1.6774699687957764, 1.6781612634658811] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0005031007458455, 0.2028772979974746] ood_range: [6.120235775597394e-05, 0.0003826232568826] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK11/metadata.yaml b/llm-srbench/chem_react/CRK11/metadata.yaml index 6cb718e60c7a925126b8cca99285137f1e6b8ff0..c5fb2ad2c663867c5ca2638bf97e3f36ef379efd 100644 --- a/llm-srbench/chem_react/CRK11/metadata.yaml +++ b/llm-srbench/chem_react/CRK11/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK11 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.7114515304565429, 1.0] ood_range: [0.7119030356407166, 0.712831139564514] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.3781450390815734, 0.0007274834788404] ood_range: [-0.0006799889961257, 0.0002672516857273] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK12/metadata.yaml b/llm-srbench/chem_react/CRK12/metadata.yaml index a19c84c9d50e786a90b7b0ffe7b21503578456a1..1987cc5cf5f597f3b824d577e1d810ba8be12400 100644 --- a/llm-srbench/chem_react/CRK12/metadata.yaml +++ b/llm-srbench/chem_react/CRK12/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK12 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 14.667879104614258] ood_range: [14.673096656799316, 15.88755702972412] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0277724154293537, 0.3061476051807403] ood_range: [0.1885144561529159, 0.2173208445310592] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK13/metadata.yaml b/llm-srbench/chem_react/CRK13/metadata.yaml index d8b8b84c67a72b52abfa49eb658b8317dbc2fb75..4b649c9130d176daa733af3438b0f6bd92f4368d 100644 --- a/llm-srbench/chem_react/CRK13/metadata.yaml +++ b/llm-srbench/chem_react/CRK13/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK13 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.2353037297725677, 0.9995990991592408] ood_range: [0.2032853662967681, 0.2352347075939178] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0333907790482044, -0.0057518151588737] ood_range: [-0.0057500544935464, -0.004941688850522] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK14/metadata.yaml b/llm-srbench/chem_react/CRK14/metadata.yaml index 08c4f08f821c2498b68559f0db0ea59bd6714990..d8f62f809ab53f6bb0909db872f7d26f25b10ba7 100644 --- a/llm-srbench/chem_react/CRK14/metadata.yaml +++ b/llm-srbench/chem_react/CRK14/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK14 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.839772880077362, 3.93625283241272] ood_range: [3.93644905090332, 4.007401466369629] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0428804717957973, 0.1384567618370056] ood_range: [0.0087577141821384, 0.0160885863006114] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK15/metadata.yaml b/llm-srbench/chem_react/CRK15/metadata.yaml index e8e2762cf6a6fdd8613a9c97fb32f46d24953ae3..3dcc25c8a11e333c72e662933e11ac2346ec7713 100644 --- a/llm-srbench/chem_react/CRK15/metadata.yaml +++ b/llm-srbench/chem_react/CRK15/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK15 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 11.308931350708008] ood_range: [11.309693336486816, 11.64914321899414] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0643181651830673, 0.3932652473449707] ood_range: [0.0499426387250423, 0.0642871782183647] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK16/metadata.yaml b/llm-srbench/chem_react/CRK16/metadata.yaml index c7c490d1d176245f4d9a4ec2aef6e0f2bca6603f..4ab2556b5f41bf58096272761507cb88675e2a2d 100644 --- a/llm-srbench/chem_react/CRK16/metadata.yaml +++ b/llm-srbench/chem_react/CRK16/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK16 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 7.848517417907715] ood_range: [7.848262310028077, 7.8490538597106925] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0002605495392344, 0.7427240014076232] ood_range: [0.0001726018235785, 0.0003023097233381] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK17/metadata.yaml b/llm-srbench/chem_react/CRK17/metadata.yaml index 862b9f77b625dbb073a49d72b475d4df6472dc69..d7408c2aa5b892de6750ccdec8d5ac1ff32d17a5 100644 --- a/llm-srbench/chem_react/CRK17/metadata.yaml +++ b/llm-srbench/chem_react/CRK17/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK17 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.3384045362472534, 7.50459337234497] ood_range: [7.508606910705566, 9.663073539733887] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.4625775218009948, 0.3343405723571777] ood_range: [0.3344432413578033, 0.3846327364444732] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK18/metadata.yaml b/llm-srbench/chem_react/CRK18/metadata.yaml index 4d69c430c86173ad2cc2088eebcd5a50121949d3..7d00c51ee3424aef9cb25af7ac08a0b96f54d531 100644 --- a/llm-srbench/chem_react/CRK18/metadata.yaml +++ b/llm-srbench/chem_react/CRK18/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK18 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.1776600927114486, 1.0] ood_range: [0.1773514151573181, 0.1776592582464218] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.4730526208877563, -6.862189911771566e-05] ood_range: [-6.853854574728757e-05, -3.745459980564192e-05] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK19/metadata.yaml b/llm-srbench/chem_react/CRK19/metadata.yaml index 5c32209db1ec675d4801b80586a5c4e08e1ed1e0..8cf42d3771e062fc57ccad96314c822d11d9b27f 100644 --- a/llm-srbench/chem_react/CRK19/metadata.yaml +++ b/llm-srbench/chem_react/CRK19/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK19 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 1.4843815565109253] ood_range: [1.4844318628311155, 1.5055596828460691] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0036674332804977, 0.0667150542140007] ood_range: [0.0035328394733369, 0.0040079816244542] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK2/metadata.yaml b/llm-srbench/chem_react/CRK2/metadata.yaml index d8374f6484edf29d0e7c1f542aa02a180a8d893f..3a16b0b9662172670d65e35e8e76ad951e0b46fc 100644 --- a/llm-srbench/chem_react/CRK2/metadata.yaml +++ b/llm-srbench/chem_react/CRK2/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK2 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.984717071056366, 1.0] ood_range: [0.9853581190109252, 0.9858881831169128] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0040272250771522, 0.0001629378675715] ood_range: [-0.0001580805983394, -1.27803796203807e-05] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK20/metadata.yaml b/llm-srbench/chem_react/CRK20/metadata.yaml index b67a058576d025fd6c2423280bfefdf3c1bd4999..cc07310a79008b901e97b703dc3557306bc0960d 100644 --- a/llm-srbench/chem_react/CRK20/metadata.yaml +++ b/llm-srbench/chem_react/CRK20/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK20 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0005898475646973, 3.558248996734619] ood_range: [3.558291435241699, 3.5733721256256104] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0030786031857132, 0.1513093560934066] ood_range: [0.0024943314492702, 0.0034187610726803] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK21/metadata.yaml b/llm-srbench/chem_react/CRK21/metadata.yaml index 840ba96b7c5e4ddacbeed985fc24c537fedbe90b..9001dd3cf7fc44dcc519bf87c23efacc08cdc4d8 100644 --- a/llm-srbench/chem_react/CRK21/metadata.yaml +++ b/llm-srbench/chem_react/CRK21/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK21 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.0028629819862544, 2.7012448310852046] ood_range: [2.710211515426636, 14.634843826293944] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.9112380743026732, 0.7434884309768676] ood_range: [0.7460289597511292, 4.203992366790772] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK22/metadata.yaml b/llm-srbench/chem_react/CRK22/metadata.yaml index 30bf9068c0fc5db3cec566e7480e2d30b4ed2486..7ec5d5db6f6c077cc12b3f148519eb38e3c6b110 100644 --- a/llm-srbench/chem_react/CRK22/metadata.yaml +++ b/llm-srbench/chem_react/CRK22/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK22 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.0416726730763912, 1.0] ood_range: [0.0404796712100505, 0.0416697338223457] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.3093041181564331, -0.0002453362685628] ood_range: [-0.0002451191539876, -0.0001579863019287] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK23/metadata.yaml b/llm-srbench/chem_react/CRK23/metadata.yaml index 9fca7055889da7f4cd0c0c68f1935669d4a2c922..ce3fd9dfba7130497df51fa045e0efe720c5e6d7 100644 --- a/llm-srbench/chem_react/CRK23/metadata.yaml +++ b/llm-srbench/chem_react/CRK23/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK23 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0360072031617164, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0092446804046633, 3.216872215270996] ood_range: [3.2136242389678955, 3.2150559425354004] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0006207240512594, 0.3377955257892608] ood_range: [0.0001075200052582, 0.0006813055952079] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK24/metadata.yaml b/llm-srbench/chem_react/CRK24/metadata.yaml index d5bf3a8ce9bddda448af841d967e80d0ef610dd3..a86862c0268aa0ec4d3ccadd64b55ec9b414043c 100644 --- a/llm-srbench/chem_react/CRK24/metadata.yaml +++ b/llm-srbench/chem_react/CRK24/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK24 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 1.5496561527252195] ood_range: [1.5472813844680786, 1.5485609769821167] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0005248265224508, 0.2312547117471694] ood_range: [7.400672620860861e-05, 0.0007730359211564] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK25/metadata.yaml b/llm-srbench/chem_react/CRK25/metadata.yaml index 7979d98872e96330b9037b7249d0bdd4179a7390..404a806cd1fa77ec7c4068cbc2f611369385e153 100644 --- a/llm-srbench/chem_react/CRK25/metadata.yaml +++ b/llm-srbench/chem_react/CRK25/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK25 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0018792152404783, 3.078394889831543] ood_range: [3.078398466110229, 3.079505443572998] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0002982897858601, 0.1596144437789917] ood_range: [0.0001455883175367, 0.0002977792173624] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK26/metadata.yaml b/llm-srbench/chem_react/CRK26/metadata.yaml index ca30cc8909fbd68d843707837f2d71f77d040fbe..f47e4cdd85ea002bb1b17ea56c68f6f561802909 100644 --- a/llm-srbench/chem_react/CRK26/metadata.yaml +++ b/llm-srbench/chem_react/CRK26/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK26 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.2513835132122039, 0.9934399724006652] ood_range: [0.5022146105766296, 0.5087137222290039] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.5432850122451782, 0.0100599266588687] ood_range: [0.0008730660192668, 0.0013504720991477] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK27/metadata.yaml b/llm-srbench/chem_react/CRK27/metadata.yaml index c00161897d311c1e9fa0a4933726bfb240b6a10a..001cee5aab2453549c511ffb916447a86673c977 100644 --- a/llm-srbench/chem_react/CRK27/metadata.yaml +++ b/llm-srbench/chem_react/CRK27/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK27 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.5212406516075134, 1.0] ood_range: [0.8325759768486022, 0.8357852697372437] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.3898812532424926, 0.0159349627792835] ood_range: [0.0004232367791701, 0.0007804627530276] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK28/metadata.yaml b/llm-srbench/chem_react/CRK28/metadata.yaml index 44b7a71e976f2e6927444d6e48f6427c85f9f173..90fd91cc67889a62bf97eca281b623480a5b1271 100644 --- a/llm-srbench/chem_react/CRK28/metadata.yaml +++ b/llm-srbench/chem_react/CRK28/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK28 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0010783672332764, 3.4506735801696777] ood_range: [3.4516897201538086, 3.70158314704895] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0410834625363349, 0.0898257419466972] ood_range: [0.0410623550415039, 0.0423301607370376] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK29/metadata.yaml b/llm-srbench/chem_react/CRK29/metadata.yaml index 73b98135f3342c86960659df9fc761cf273a647c..5241bf37da0a05ed5e8239d892f50878a127b5f0 100644 --- a/llm-srbench/chem_react/CRK29/metadata.yaml +++ b/llm-srbench/chem_react/CRK29/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK29 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 2.053173065185547] ood_range: [2.053186178207397, 2.059855461120605] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.001464577158913, 0.2405923306941986] ood_range: [0.0008592716185376, 0.0014779324410483] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK3/metadata.yaml b/llm-srbench/chem_react/CRK3/metadata.yaml index 137738328e4075c558aa4abf6c6980612177712f..4f602b1c798c44b157b7adb8e16c00f8988276fa 100644 --- a/llm-srbench/chem_react/CRK3/metadata.yaml +++ b/llm-srbench/chem_react/CRK3/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK3 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.6947972774505615, 1.0] ood_range: [0.939747929573059, 0.950931966304779] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.5527939200401306, 0.0082329558208584] ood_range: [0.0012989869574084, 0.0029621848370879] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK30/metadata.yaml b/llm-srbench/chem_react/CRK30/metadata.yaml index 128b9b28d6c94a5b592e03d5c49d64f764842f0c..4be6998996495eb9f92fcb71050bbdc9abb46e58 100644 --- a/llm-srbench/chem_react/CRK30/metadata.yaml +++ b/llm-srbench/chem_react/CRK30/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK30 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 2.592981338500977] ood_range: [2.5931882858276367, 2.69430947303772] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0176637154072523, 0.0889637172222137] ood_range: [0.0167213734239339, 0.0176627840846776] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK31/metadata.yaml b/llm-srbench/chem_react/CRK31/metadata.yaml index 2553011170d1f83c34d6ca0885604b48aee68afa..baad11d50cefc0243b304bcc506ed34e8b7178b1 100644 --- a/llm-srbench/chem_react/CRK31/metadata.yaml +++ b/llm-srbench/chem_react/CRK31/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK31 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.1374796777963638, 0.98854398727417] ood_range: [0.1374789178371429, 0.1377170383930206] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.9487819075584412, 0.0001396717561874] ood_range: [-0.000201824324904, 0.0001407694071531] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK32/metadata.yaml b/llm-srbench/chem_react/CRK32/metadata.yaml index dfc11c7d4db0975fc23c1936ecb35eb0d362c11b..bc6ed3e19d3833df98d38cd9b09dd6d15eb221b7 100644 --- a/llm-srbench/chem_react/CRK32/metadata.yaml +++ b/llm-srbench/chem_react/CRK32/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK32 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.8011671900749207, 1.8140676021575928] ood_range: [1.8141770362854004, 1.8643254041671755] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.1998351067304611, 0.0272208359092473] ood_range: [0.0075325206853449, 0.0094644203782081] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK33/metadata.yaml b/llm-srbench/chem_react/CRK33/metadata.yaml index 083043b57227a2c5aaa25d9495958c67fb4b4538..3e78345a46360fbb926684c02ac4c5171c691a20 100644 --- a/llm-srbench/chem_react/CRK33/metadata.yaml +++ b/llm-srbench/chem_react/CRK33/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK33 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.98679733276367] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 2.261096954345703] ood_range: [2.2585840225219727, 2.259649515151977] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0005849621957167, 0.3047294020652771] ood_range: [0.0001048723643179, 0.0006120954058133] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK34/metadata.yaml b/llm-srbench/chem_react/CRK34/metadata.yaml index 5af7730d751b0a015e90b7b69308b45bca80c8b9..99cde5d1dc7e7bd06963eb12965b14609a8f3f67 100644 --- a/llm-srbench/chem_react/CRK34/metadata.yaml +++ b/llm-srbench/chem_react/CRK34/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK34 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 2.3960497379302974] ood_range: [2.3933703899383545, 2.395500421524048] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0009207127150148, 0.5550901889801025] ood_range: [-0.0005501300329342, 0.0008856251370161] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK35/metadata.yaml b/llm-srbench/chem_react/CRK35/metadata.yaml index 02f2a7e23d7fded5f87542c2ecc2a4f0980d03c4..c8712a76cc2241a9d8cf4332d5af516a1084ae1f 100644 --- a/llm-srbench/chem_react/CRK35/metadata.yaml +++ b/llm-srbench/chem_react/CRK35/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK35 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.6845508217811584, 16.702295303344727] ood_range: [16.724220275878906, 32.9427375793457] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.1362569630146026, 1.8306134939193728] ood_range: [1.8332433700561523, 3.8227839469909672] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK4/metadata.yaml b/llm-srbench/chem_react/CRK4/metadata.yaml index 5484464c2bb7cf0da73497be74e970bbddbd281b..66ffbe393a958184689d8b4687c638bf793188d8 100644 --- a/llm-srbench/chem_react/CRK4/metadata.yaml +++ b/llm-srbench/chem_react/CRK4/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK4 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.6980292201042175, 1.5265278816223145] ood_range: [1.5266802310943604, 1.5971280336380005] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.1149290427565574, 0.0245479382574558] ood_range: [0.0110322963446378, 0.0126783410087227] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK5/metadata.yaml b/llm-srbench/chem_react/CRK5/metadata.yaml index 50709c3e96f2c63ee28e4c10146fa470cd21981f..ab17c99bf3eccbba05e0adde2a6599d62941959d 100644 --- a/llm-srbench/chem_react/CRK5/metadata.yaml +++ b/llm-srbench/chem_react/CRK5/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK5 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 9.38809299468994] ood_range: [9.38936519622803, 9.99868106842041] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.1061226576566696, 0.2000783234834671] ood_range: [0.0976254865527153, 0.1061049252748489] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK6/metadata.yaml b/llm-srbench/chem_react/CRK6/metadata.yaml index cc3eb0741769bf741d16bc7bb21a9cc92739928e..134c8633300cda9ac2d234450cc6a31e687ebe1e 100644 --- a/llm-srbench/chem_react/CRK6/metadata.yaml +++ b/llm-srbench/chem_react/CRK6/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK6 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0, 9.402280807495115] ood_range: [9.40270709991455, 9.57525634765625] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [0.0354326404631137, 0.3873505592346191] ood_range: [0.0230804178863763, 0.0354027710855007] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK7/metadata.yaml b/llm-srbench/chem_react/CRK7/metadata.yaml index c4cc1def5b33cca1d9fb8db9d848fddd515e5e66..89cbbae57d74f91faffc5b48cf161e818de9d9b5 100644 --- a/llm-srbench/chem_react/CRK7/metadata.yaml +++ b/llm-srbench/chem_react/CRK7/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK7 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [0.9663019180297852, 3.530238151550293] ood_range: [3.530458450317383, 3.62493896484375] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0853475853800773, 0.0649403408169746] ood_range: [0.0132379522547125, 0.0189157538115978] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK8/metadata.yaml b/llm-srbench/chem_react/CRK8/metadata.yaml index 0a8d6b41319654e93f7f7f075f39942238c877c8..6b17a0b1ae0d0dfb1176c5c55be97168f1ad0e46 100644 --- a/llm-srbench/chem_react/CRK8/metadata.yaml +++ b/llm-srbench/chem_react/CRK8/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK8 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0240048002451658, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [-7.941862918414699e-07, 0.9706164598464964] ood_range: [-9.006046752801922e-08, 2.74923195320298e-07] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-1.1956995725631714, 4.089177991772885e-07] ood_range: [-1.4155514804770064e-07, 4.637119133121814e-08] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/chem_react/CRK9/metadata.yaml b/llm-srbench/chem_react/CRK9/metadata.yaml index 76171bf24f7161f2c8a0189ae5c651cb7907a6bb..bf3adad2f2955eec5464968c8bf431d61c46e7b5 100644 --- a/llm-srbench/chem_react/CRK9/metadata.yaml +++ b/llm-srbench/chem_react/CRK9/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__chem_react__CRK9 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0120024001225829, 53.99879837036133] ood_range: [54.01080322265625, 60.0] + description: Time - name: A type: continuous train_range: [1.0052926540374756, 2.1341514587402344] ood_range: [2.1318225860595703, 2.1333913803100586] - + description: Concentration at time t target: name: dA_dt type: continuous train_range: [-0.0003680544032249, 0.4398498833179473] ood_range: [-9.920543379848824e-05, 0.0004557929642032] - + description: Rate of change of concentration in chemistry reaction kinetics license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.10.7_1_0/metadata.yaml b/llm-srbench/lsrtransform/I.10.7_1_0/metadata.yaml index f17c0bc2c16c19760f5fc1a3bb7ff302ed881ceb..4abe575633b654c57a902e29481e9bce761ab515 100644 --- a/llm-srbench/lsrtransform/I.10.7_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.10.7_1_0/metadata.yaml @@ -1,15 +1,15 @@ dataset: name: llm-srbench__lsrtransform__I.10.7_1_0 - description: + description: null splits: train: file: train.csv samples: 45038 - ratio: 3.60 + ratio: 3.6 valid: file: valid.csv samples: 5000 - ratio: 0.40 + ratio: 0.4 id_test: file: id_test.csv samples: 12509 @@ -25,25 +25,26 @@ dataset: type: continuous train_range: [1.034973382949829, 6.354650497436523] ood_range: [0.804911187840497, 6.615989434476544] + description: "\n \"the object" - name: m_0 type: continuous train_range: [1.0000848770141602, 4.999965667724609] ood_range: [0.8000152955621388, 5.199921151718888] + description: the speed of light - name: c type: continuous train_range: [3.000091314315796, 9.999721527099608] ood_range: [2.6500217774341417, 10.34999704154612] - target: name: v type: continuous train_range: [-9.824721336364746, -0.0345314741134643] - ood_range: - + ood_range: null + description: 's velocity" ' license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.11.19_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.11.19_0_0/metadata.yaml index feb74fdbc4c305871e4fadfd5139fd6d92f4d076..757ecd9989ab0815ce52e5dcda7db424c9b35475 100644 --- a/llm-srbench/lsrtransform/I.11.19_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.11.19_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.11.19_0_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [8.400001525878906, 58.022403717041016] ood_range: [5.920001644578833, 60.47984584844028] + description: the resulting sum of products - name: x2 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000038470617461, 5.199990781264313] + description: the second coefficient - name: x3 type: continuous train_range: [1.0000522136688232, 4.999896049499512] ood_range: [0.8000264108514769, 5.199991647311942] + description: the third coefficient - name: y1 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000169353819929, 5.199983722116491] + description: the first variable or value - name: y2 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000136510123161, 5.199996963428055] + description: the second variable or value - name: y3 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000009397001592, 5.199977061326893] - + description: the third variable or value target: name: x1 type: continuous train_range: [2.6785218715667725, 92.43986511230467] - ood_range: - + ood_range: null + description: the first coefficient license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.11.19_1_0/metadata.yaml b/llm-srbench/lsrtransform/I.11.19_1_0/metadata.yaml index 4186380ba8a299b31358474b6aab06e3bf88a1ce..14574a2d7778e9b0ca53dc196d180a3dac7788e7 100644 --- a/llm-srbench/lsrtransform/I.11.19_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.11.19_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.11.19_1_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [8.400001525878906, 58.022403717041016] ood_range: [5.920726531694252, 60.47987065128466] + description: the resulting sum of products - name: x1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000023644132407, 5.199996618957798] + description: the first coefficient - name: x3 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000023646133886, 5.199989863643051] + description: the third coefficient - name: y1 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000192332015258, 5.19997192387826] + description: the first variable or value - name: y2 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000323289793001, 5.199995364763086] + description: the second variable or value - name: y3 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000101369371642, 5.199983312223558] - + description: the third variable or value target: name: x2 type: continuous train_range: [-69.17318725585938, 7.326582431793215] - ood_range: - + ood_range: null + description: the second coefficient license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.11.19_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.11.19_2_0/metadata.yaml index b2833809f1226567d9a4025a2cd5ea77a8e6a82b..36f926d388e74e4dcc8a957068a7b6c89a937b4b 100644 --- a/llm-srbench/lsrtransform/I.11.19_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.11.19_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.11.19_2_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [8.400001525878906, 58.022403717041016] ood_range: [5.920117827363131, 60.479909670394335] + description: the resulting sum of products - name: x1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000140977674673, 5.199999860088411] + description: the first coefficient - name: x2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000207562324032, 5.199956639583809] + description: the second coefficient - name: y1 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000235964983891, 5.199988846411734] + description: the first variable or value - name: y2 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000237716272134, 5.19996635601516] + description: the second variable or value - name: y3 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000147292235198, 5.199970419721877] - + description: the third variable or value target: name: x3 type: continuous train_range: [-72.6507568359375, 7.88394594192505] - ood_range: - + ood_range: null + description: the third coefficient license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.11.19_3_0/metadata.yaml b/llm-srbench/lsrtransform/I.11.19_3_0/metadata.yaml index 193d68547432a74ccaebcd72fa70bba467c257f1..c1d820600365a48eaeb18f5d171c24441735f157 100644 --- a/llm-srbench/lsrtransform/I.11.19_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.11.19_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.11.19_3_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [8.400001525878906, 58.022403717041016] ood_range: [5.920088757958845, 60.47994096812423] + description: the resulting sum of products - name: x1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000006583028044, 5.19999626609902] + description: the first coefficient - name: x2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000170998091689, 5.199999254974116] + description: the second coefficient - name: x3 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000742852567005, 5.199947892553833] + description: the third coefficient - name: y2 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.800025530938494, 5.199998269605201] + description: the second variable or value - name: y3 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000042963663849, 5.199971605089152] - + description: the third variable or value target: name: y1 type: continuous train_range: [2.7764239311218266, 97.33040618896484] - ood_range: - + ood_range: null + description: the first variable or value license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.11.19_4_0/metadata.yaml b/llm-srbench/lsrtransform/I.11.19_4_0/metadata.yaml index 941babfaa14bb0992f9dc81dfc6c887b64372ef5..5c4f45de19432e4ecddb4229db048b8cc87b1c8c 100644 --- a/llm-srbench/lsrtransform/I.11.19_4_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.11.19_4_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.11.19_4_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [8.400001525878906, 58.022403717041016] ood_range: [5.920413058173798, 60.47973709909394] + description: the resulting sum of products - name: x1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000141759985485, 5.199991224015245] + description: the first coefficient - name: x2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.800009985691373, 5.199995856915659] + description: the second coefficient - name: x3 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000136901735466, 5.199993806555444] + description: the third coefficient - name: y1 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000094514541306, 5.199984287225665] + description: the first variable or value - name: y3 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000034118559473, 5.199972340238617] - + description: the third variable or value target: name: y2 type: continuous train_range: [-72.62247467041014, 7.76524782180786] - ood_range: - + ood_range: null + description: the second variable or value license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.11.19_5_0/metadata.yaml b/llm-srbench/lsrtransform/I.11.19_5_0/metadata.yaml index 7f17e07c07efb674bb97a16badfdbebc09e3f432..406770faa60aa3db9638cafe35781734dae68ed1 100644 --- a/llm-srbench/lsrtransform/I.11.19_5_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.11.19_5_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.11.19_5_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [8.400001525878906, 58.022403717041016] ood_range: [5.920033879701376, 60.47994067989732] + description: the resulting sum of products - name: x1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000000880205537, 5.19999830258602] + description: the first coefficient - name: x2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000225718348949, 5.199987030426489] + description: the second coefficient - name: x3 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000216897882192, 5.1999671278293] + description: the third coefficient - name: y1 type: continuous train_range: [1.0000371932983398, 4.9999871253967285] ood_range: [0.8000066367432206, 5.199998672147161] + description: the first variable or value - name: y2 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000296596651577, 5.199990031274318] - + description: the second variable or value target: name: y3 type: continuous train_range: [-74.20604705810547, 6.222311496734619] - ood_range: - + ood_range: null + description: the third variable or value license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.12.2_3_0/metadata.yaml b/llm-srbench/lsrtransform/I.12.2_3_0/metadata.yaml index 96876e837eb968e729751a5029288295442424b0..5d620374fe7767787a62dfb45f61e12fdd0bf2e5 100644 --- a/llm-srbench/lsrtransform/I.12.2_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.12.2_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.12.2_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0011893432820215, 0.9007024765014648] ood_range: [9.517999698741008e-07, 0.945988739054869] + description: the electrostatic force between two charges - name: q1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000129895750208, 5.199990487323099] + description: the first electric charge - name: q2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000113553009787, 5.199999386287863] + description: the second electric charge - name: epsilon type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000113831079312, 5.199976790168405] - + description: the electric constant (permittivity of free space) target: name: r type: continuous train_range: [-32.933712005615234, -0.1573666930198669] - ood_range: - + ood_range: null + description: the distance between the centers of the two charges license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.12.4_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.12.4_2_0/metadata.yaml index 1e972eb844e9ed975bc2f8d38cb46bb9adb03de2..752e9e88f28c6b0a2bc4a734202f104eb931e391 100644 --- a/llm-srbench/lsrtransform/I.12.4_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.12.4_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.12.4_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.0008490286418236, 0.2683772444725036] ood_range: [1.0016183505275056e-06, 0.2813571573235988] + description: the electric field at a given point - name: q1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.800004060535798, 5.199993130375737] + description: the charge of the object generating the electric field - name: epsilon type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000246664953878, 5.199997765164773] - + description: the electric constant (permittivity of free space) target: name: r type: continuous train_range: [-16.81467056274414, -0.255326896905899] - ood_range: - + ood_range: null + description: the distance from the charge to the point where the electric field is being measured license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.13.12_3_0/metadata.yaml b/llm-srbench/lsrtransform/I.13.12_3_0/metadata.yaml index a4da815939c85edb79919c24ddd756c34ea44cf9..779400b2ca8e9065689a8660a2748bb16046cb93 100644 --- a/llm-srbench/lsrtransform/I.13.12_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.13.12_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.13.12_3_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [-46.915977478027344, 53.853214263916016] ood_range: [-51.939689127093374, 58.93973575269545] + description: the potential energy of two objects - name: m1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000238642699127, 5.199975320372048] + description: the mass of the first object - name: m2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000556121960888, 5.199973959927572] + description: the mass of the second object - name: r1 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000199997717091, 5.199991434193623] + description: the initial distance between the two objects - name: G type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000061837069617, 5.199988731811769] - + description: the gravitational constant target: name: r2 type: continuous train_range: [-71805.96875, 10104.23828125] - ood_range: - + ood_range: null + description: the final distance between the two objects license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.15.1_1_0/metadata.yaml b/llm-srbench/lsrtransform/I.15.1_1_0/metadata.yaml index e46d0a1b6fc77930e4a2c6d18136cf3f6f73e1fc..00b678529ef4df3e14c6f8a1afb4dd1f49a79ba8 100644 --- a/llm-srbench/lsrtransform/I.15.1_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.15.1_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.15.1_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,26 @@ dataset: type: continuous train_range: [1.0520460605621338, 11.661108016967772] ood_range: [0.5175037682821823, 12.232437374944617] + description: "\n \"the object" - name: m_0 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000030118471725, 5.199992851867192] + description: the speed of light - name: c type: continuous train_range: [3.000091314315796, 9.999845504760742] ood_range: [2.6500353928313376, 10.349998828726513] - target: name: v type: continuous train_range: [-7.295059204101562, -0.2109817564487457] - ood_range: - + ood_range: null + description: 's velocity" ' license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.15.3t_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.15.3t_0_0/metadata.yaml index f78483357c6d0a33ea24f5beff4ffbffa1318962..7d27c046bc39559ff72797255d34950cd8ef528c 100644 --- a/llm-srbench/lsrtransform/I.15.3t_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.15.3t_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.15.3t_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,31 @@ dataset: type: continuous train_range: [0.3503520786762237, 5.490880489349365] ood_range: [0.0930188369716632, 5.746988872025783] + description: the speed of light - name: c type: continuous train_range: [3.000119924545288, 9.999939918518066] ood_range: [2.650045460243667, 10.349959484569045] + description: s frame and the object - name: u type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.9500050677595756, 2.049997354123052] + description: s frame" - name: t type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000009127177696, 5.199995743418644] - target: name: x type: continuous train_range: [-363.7492370605469, 404.6747741699218] - ood_range: - + ood_range: null + description: "s frame\"\n \"the relativistic time in the observer" license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.24.6_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.24.6_0_0/metadata.yaml index 3ee1ecdb524ae1bc1ea8d012ba51dd4cf7737dc2..2d2ea960b9543cacc3f688511347aebfeff314f5 100644 --- a/llm-srbench/lsrtransform/I.24.6_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.24.6_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.24.6_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.9478827118873596, 90.57679748535156] ood_range: [-3.534294257248528, 95.08184323768816] + description: the quantum mechanical energy of the nth state - name: omega type: continuous train_range: [1.0000343322753906, 2.9999678134918213] ood_range: [0.9000221673575219, 3.0999999957904727] + description: the angular frequency of the perturbation - name: omega_0 type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000038490749718, 3.0999890144943363] + description: the natural angular frequency - name: x type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000029232205872, 3.0999997397269867] - + description: the displacement from the equilibrium position target: name: m type: continuous train_range: [0.029795316979289, 139.08700561523438] - ood_range: - + ood_range: null + description: the mass of the object license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.24.6_1_1/metadata.yaml b/llm-srbench/lsrtransform/I.24.6_1_1/metadata.yaml index b3850f540805132500f2003150e709e8d4a4c544..2aa6a2ec4cb8c2742131c2c8621abe76e7b46424 100644 --- a/llm-srbench/lsrtransform/I.24.6_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.24.6_1_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.24.6_1_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.94842928647995, 90.575439453125] ood_range: [0.1766803929475862, 95.08253200551964] + description: the quantum mechanical energy of the nth state - name: m type: continuous train_range: [1.0000343322753906, 2.9999699592590328] ood_range: [0.9000040505944326, 3.099977137616334] + description: the mass of the object - name: omega_0 type: continuous train_range: [1.0000342130661013, 2.999955892562866] ood_range: [0.9000062084216461, 3.099999918693853] + description: the natural angular frequency - name: x type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000118704202532, 3.099993754347041] - + description: the displacement from the equilibrium position target: name: omega type: continuous train_range: [0.0195522867143154, 18.373533248901367] - ood_range: - + ood_range: null + description: the angular frequency of the perturbation license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.24.6_2_1/metadata.yaml b/llm-srbench/lsrtransform/I.24.6_2_1/metadata.yaml index 58807a04ace802cbd2a2e660ad56b23a6c30857c..e0537abe34224c9c4c670f1f0ba0e987719cbb38 100644 --- a/llm-srbench/lsrtransform/I.24.6_2_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.24.6_2_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.24.6_2_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.94842928647995, 90.57679748535156] ood_range: [0.1823287406142126, 95.08246684286205] + description: the quantum mechanical energy of the nth state - name: m type: continuous train_range: [1.00004243850708, 2.9999828338623047] ood_range: [0.9000222768099223, 3.0999968804591456] + description: the mass of the object - name: omega type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000174410181259, 3.099985624545702] + description: the angular frequency of the perturbation - name: x type: continuous train_range: [1.0000076293945312, 2.9999449253082275] ood_range: [0.9000375054595743, 3.0999911575604835] - + description: the displacement from the equilibrium position target: name: omega_0 type: continuous train_range: [0.0195522867143154, 18.373533248901367] - ood_range: - + ood_range: null + description: the natural angular frequency license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.24.6_3_1/metadata.yaml b/llm-srbench/lsrtransform/I.24.6_3_1/metadata.yaml index f1db983ef98e95a9d5ef85aeba9866edf658ed16..96fa8a1313c5648e159639270300e68f1dc53f64 100644 --- a/llm-srbench/lsrtransform/I.24.6_3_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.24.6_3_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.24.6_3_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.9478827118873596, 90.57679748535156] ood_range: [5.783888809229865e-06, 95.08187870808484] + description: the quantum mechanical energy of the nth state - name: m type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000375644035616, 3.099994765614387] + description: the mass of the object - name: omega type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000033633070054, 3.099985332518331] + description: the angular frequency of the perturbation - name: omega_0 type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000173069913722, 3.0999970501880285] - + description: the natural angular frequency target: name: x type: continuous train_range: [0.2972732484340667, 12.152416229248049] - ood_range: - + ood_range: null + description: the displacement from the equilibrium position license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.27.6_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.27.6_2_0/metadata.yaml index 9c9101f811a4606eaf27ef032b874baf754a8520..a57bb20a2cf4814859e5a44652a51e60ad362e9d 100644 --- a/llm-srbench/lsrtransform/I.27.6_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.27.6_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.27.6_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.1933572143316268, 2.216771125793457] ood_range: [0.0916579034727588, 2.321346616707222] + description: the focal length of a combination of two optical components - name: d1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000523806217834, 5.19999723240687] + description: the distance from the first optical component to the object - name: d2 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000363468066402, 5.199983352097934] - + description: the distance from the second optical component to the image target: name: n type: continuous train_range: [-2.5113072395324707, 24.242191314697266] - ood_range: - + ood_range: null + description: the refractive index of the medium between the two optical components license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.29.16_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.29.16_0_0/metadata.yaml index 843fd0bb72510a8789f0be495cda85399d22b065..065a320c0d7abd17d7793a6602b3f563fc7afc48 100644 --- a/llm-srbench/lsrtransform/I.29.16_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.29.16_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.29.16_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.1161217093467712, 9.411969184875488] ood_range: [-0.3486438124105558, 9.87468481684404] + description: the distance between two points - name: x2 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000022190121618, 5.199978613314377] + description: the magnitude of the second vector - name: theta1 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000014998271694, 5.199969370655492] + description: the angle of the first vector - name: theta2 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000298551240187, 5.199999012968036] - + description: the angle of the second vector target: name: x1 type: continuous train_range: [-14.362306594848633, 4.810432434082031] - ood_range: - + ood_range: null + description: the magnitude of the first vector license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.29.16_1_0/metadata.yaml b/llm-srbench/lsrtransform/I.29.16_1_0/metadata.yaml index f067e10b349beb5df9b2b44b0bf4b92412c2e610..8db1681f425e1da47bcd7518a21f65c66a59d0bf 100644 --- a/llm-srbench/lsrtransform/I.29.16_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.29.16_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.29.16_1_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.1161217093467712, 9.411969184875488] ood_range: [-0.3486918675491848, 9.874695479101758] + description: the distance between two points - name: x1 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000028818046542, 5.199955139668815] + description: the magnitude of the first vector - name: theta1 type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000056274147002, 5.199972543025462] + description: the angle of the first vector - name: theta2 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000432596657446, 5.19999250237149] - + description: the angle of the second vector target: name: x2 type: continuous train_range: [-14.362306594848633, 4.810432434082031] - ood_range: - + ood_range: null + description: the magnitude of the second vector license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.30.3_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.30.3_0_0/metadata.yaml index e877c323731af9c58f369b9110b08494c1c64d7c..487c2f08690d6bedc1519612e688720edf476c77 100644 --- a/llm-srbench/lsrtransform/I.30.3_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.30.3_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.30.3_0_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.0001102306923712, 15.470703125] ood_range: [-0.7747904135996865, 16.274903968626013] + description: the resulting intensity - name: theta type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000100578788057, 5.199996116764768] + description: the angle of diffraction - name: n type: continuous train_range: [1.0000633001327517, 4.999911785125732] ood_range: [0.800007176345305, 5.19998587931932] - + description: the number of slits target: name: Int_0 type: continuous train_range: [6.732476322213188e-05, 1259999360.0] - ood_range: - + ood_range: null + description: the initial intensity license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.32.17_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.32.17_2_0/metadata.yaml index 7545788542dc15608677b8b1ca1cdc42b5e2d59a..9b85396a5dcf8a2a4bb0c6b4492fd9609c00ec2d 100644 --- a/llm-srbench/lsrtransform/I.32.17_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.32.17_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.32.17_2_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0253226198256015, 80.42746734619139] ood_range: [0.0002443508150662, 84.41868825541685] + description: the power of the scattered radiation - name: epsilon type: continuous train_range: [1.000017166137695, 1.9999914169311523] ood_range: [0.9500039923133426, 2.0499973519600463] + description: the electric constant (permittivity of free space) - name: c type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.950001587038012, 2.049995820805146] + description: the speed of light - name: r type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.9500022202282756, 2.049981108444874] + description: the radius of the scattering object or atom - name: omega type: continuous train_range: [1.000009298324585, 1.9999992847442627] ood_range: [0.9500022285456692, 2.049991068659176] + description: the frequency of the external electric field - name: omega_0 type: continuous train_range: [3.0000438690185547, 4.999975681304932] ood_range: [2.900031322551022, 5.099984943990923] - + description: the natural frequency of the oscillator or resonant frequency target: name: Ef type: continuous train_range: [0.1129845455288887, 76.91857147216798] - ood_range: - + ood_range: null + description: the strength of the external electric field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.32.17_3_0/metadata.yaml b/llm-srbench/lsrtransform/I.32.17_3_0/metadata.yaml index ad6f58ffd6e6904a51e56100242584b8f855c1db..39ed90a463e27ac5a8f3a94fa5eb9b77483e9809 100644 --- a/llm-srbench/lsrtransform/I.32.17_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.32.17_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.32.17_3_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0253226198256015, 80.42746734619139] ood_range: [0.0001975906638782, 84.41844036084866] + description: the power of the scattered radiation - name: epsilon type: continuous train_range: [1.000017166137695, 1.9999914169311523] ood_range: [0.9500004623490452, 2.049986332840146] + description: the electric constant (permittivity of free space) - name: c type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.9500049104259644, 2.0499977713196205] + description: the speed of light - name: Ef type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.950001359667041, 2.049989058638091] + description: the strength of the external electric field - name: omega type: continuous train_range: [1.000009298324585, 1.9999992847442627] ood_range: [0.950001296784, 2.049993528490718] + description: the frequency of the external electric field - name: omega_0 type: continuous train_range: [3.0000438690185547, 4.999974250793457] ood_range: [2.900002620274511, 5.099998508220682] - + description: the natural frequency of the oscillator or resonant frequency target: name: r type: continuous train_range: [0.1129845455288887, 76.91857147216798] - ood_range: - + ood_range: null + description: the radius of the scattering object or atom license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.32.17_4_3/metadata.yaml b/llm-srbench/lsrtransform/I.32.17_4_3/metadata.yaml index 2eff7885a73bc3b69a315e882b079483c275b902..3c503bff3fe1b53813ed427d61af7efececd1841 100644 --- a/llm-srbench/lsrtransform/I.32.17_4_3/metadata.yaml +++ b/llm-srbench/lsrtransform/I.32.17_4_3/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.32.17_4_3 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0253226198256015, 80.4262466430664] ood_range: [0.0002736276835397, 84.41841114514209] + description: the power of the scattered radiation - name: epsilon type: continuous train_range: [1.000017166137695, 1.9999914169311523] ood_range: [0.9500012557177536, 2.049998594190985] + description: the electric constant (permittivity of free space) - name: c type: continuous train_range: [1.0000158548355105, 1.9999779462814329] ood_range: [0.9500092380741378, 2.0499973717662505] + description: the speed of light - name: Ef type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.9500014499047184, 2.04999973508782] + description: the strength of the external electric field - name: r type: continuous train_range: [1.000009298324585, 1.9999992847442627] ood_range: [0.9500030141105532, 2.0499995239598543] + description: the radius of the scattering object or atom - name: omega_0 type: continuous train_range: [3.0000438690185547, 4.999975681304932] ood_range: [2.900005518341878, 5.099972398304075] - + description: the natural frequency of the oscillator or resonant frequency target: name: omega type: continuous train_range: [0.5251879096031189, 4.305505752563477] - ood_range: - + ood_range: null + description: the frequency of the external electric field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.32.17_5_3/metadata.yaml b/llm-srbench/lsrtransform/I.32.17_5_3/metadata.yaml index d526ee5efc3a65320516bce9f1bd670442875041..a9e76669a23d052292e184e78278a9f5865c2c67 100644 --- a/llm-srbench/lsrtransform/I.32.17_5_3/metadata.yaml +++ b/llm-srbench/lsrtransform/I.32.17_5_3/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.32.17_5_3 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0253226198256015, 80.42746734619139] ood_range: [7.435392956178788e-05, 84.41839940600151] + description: the power of the scattered radiation - name: epsilon type: continuous train_range: [1.000017166137695, 1.9999914169311523] ood_range: [0.9500000326115874, 2.049998473135273] + description: the electric constant (permittivity of free space) - name: c type: continuous train_range: [1.0000158548355105, 1.9999779462814329] ood_range: [0.9500164284692894, 2.049999464829988] + description: the speed of light - name: Ef type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.950001779444941, 2.0499989105373384] + description: the strength of the external electric field - name: r type: continuous train_range: [1.000009298324585, 1.9999992847442627] ood_range: [0.9500008004572256, 2.0499982941056367] + description: the radius of the scattering object or atom - name: omega type: continuous train_range: [1.0000219345092771, 1.9999878406524656] ood_range: [0.9500024902440772, 2.0499946746689988] - + description: the frequency of the external electric field target: name: omega_0 type: continuous train_range: [1.1704952716827393, 16.124706268310547] - ood_range: - + ood_range: null + description: the natural frequency of the oscillator or resonant frequency license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.32.5_0_1/metadata.yaml b/llm-srbench/lsrtransform/I.32.5_0_1/metadata.yaml index d85f65a246f1104726192b3adfe254d1641541b6..a191bbee21fc3adb4410e961c24077b540ff5cf0 100644 --- a/llm-srbench/lsrtransform/I.32.5_0_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.32.5_0_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.32.5_0_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0002717661263886, 8.69957160949707] ood_range: [9.649906577979817e-06, 9.134951530794948] + description: the power of an electromagnetic wave - name: a type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000145015834712, 5.199997630565136] + description: the acceleration of the charged particle - name: epsilon type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000293567045417, 5.199958951880038] + description: the electric constant or permittivity of free space - name: c type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000048631534722, 5.1999720583271705] - + description: the speed of light target: name: q type: continuous train_range: [0.0429426953196525, 299.5481262207031] - ood_range: - + ood_range: null + description: the charge of a particle license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.32.5_1_1/metadata.yaml b/llm-srbench/lsrtransform/I.32.5_1_1/metadata.yaml index de4902c28e56585022133e9b50b91b0ef90ac963..241da516c9decc7ad574cd2b112ed6ecfcdcfb43 100644 --- a/llm-srbench/lsrtransform/I.32.5_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.32.5_1_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.32.5_1_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0002717661263886, 8.69957160949707] ood_range: [3.467104607368654e-05, 9.134958123898924] + description: the power of an electromagnetic wave - name: q type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000230592947445, 5.199949554376164] + description: the charge of a particle - name: epsilon type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000358190290994, 5.199978024804292] + description: the electric constant or permittivity of free space - name: c type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.800003074242121, 5.199990749466165] - + description: the speed of light target: name: a type: continuous train_range: [0.0429426953196525, 299.5481262207031] - ood_range: - + ood_range: null + description: the acceleration of the charged particle license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.34.14_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.34.14_2_0/metadata.yaml index 636f1a4360a5d8f6621d5a3a745a2735d3ff955d..bdaa14283dd4cae1a02d35c5775ac80b0d5e10a1 100644 --- a/llm-srbench/lsrtransform/I.34.14_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.34.14_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.34.14_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,26 @@ dataset: type: continuous train_range: [1.153174877166748, 10.259044647216797] ood_range: [0.6925254599229319, 10.757472231245988] + description: ' ' - name: c type: continuous train_range: [3.000119924545288, 9.999895095825195] ood_range: [2.6500146236088624, 10.349983006850094] + description: "\n \"the object" - name: v type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.950007350008363, 2.0499938367491173] - target: name: omega_0 type: continuous train_range: [0.5532333850860595, 9.24979496002197] - ood_range: - + ood_range: null + description: "s rest angular frequency\"\n " license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.34.1_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.34.1_2_0/metadata.yaml index a5eaa51e08165925a7cfd07b9fb043c637d365d2..a9da8d6941d3bb2088448549e7af0bb17c9ca2f7 100644 --- a/llm-srbench/lsrtransform/I.34.1_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.34.1_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.34.1_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,26 @@ dataset: type: continuous train_range: [1.1779974699020386, 11.881361961364746] ood_range: [0.644022459747657, 12.435984383800172] + description: ' ' - name: c type: continuous train_range: [3.000119924545288, 9.999939918518066] ood_range: [2.650186784575008, 10.34999445832178] + description: "\n \"the object" - name: v type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.9500095911248054, 2.049996088761475] - target: name: omega_0 type: continuous train_range: [0.4333387315273284, 10.656001091003418] - ood_range: - + ood_range: null + description: "s proper angular frequency (at rest)\"\n " license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.37.4_0_1/metadata.yaml b/llm-srbench/lsrtransform/I.37.4_0_1/metadata.yaml index 47255f7895b2c8f7d2d53f8eeb23559a22642af5..66de360c4a02fcf79fd88a39741d6f39306690e7 100644 --- a/llm-srbench/lsrtransform/I.37.4_0_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.37.4_0_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.37.4_0_1 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.0027916652616113, 13.60624885559082] ood_range: [-0.6770252746206885, 14.279797123731631] + description: the resultant intensity of two wave sources - name: I2 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000005299509884, 5.199964893318976] + description: the intensity of the second wave source - name: delta type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000194264355265, 5.199978404571059] - + description: the phase difference between the two wave sources target: name: I1 type: continuous train_range: [0.2004038989543914, 31.47211647033692] - ood_range: - + ood_range: null + description: the intensity of the first wave source license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.37.4_1_1/metadata.yaml b/llm-srbench/lsrtransform/I.37.4_1_1/metadata.yaml index 256bc6771b4e6696769253c6c71fc4cc12176ae4..b08c5dcf0b6f412c79835fd6846c3d503e5a4b3f 100644 --- a/llm-srbench/lsrtransform/I.37.4_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/I.37.4_1_1/metadata.yaml @@ -1,15 +1,15 @@ dataset: name: llm-srbench__lsrtransform__I.37.4_1_1 - description: + description: null splits: train: file: train.csv samples: 20006 - ratio: 3.20 + ratio: 3.2 valid: file: valid.csv samples: 5000 - ratio: 0.80 + ratio: 0.8 id_test: file: id_test.csv samples: 6251 @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.0028310557827353, 9.884504318237305] ood_range: [-0.4910491594646183, 0.0026084147527515] + description: the resultant intensity of two wave sources - name: I1 type: continuous train_range: [1.0000848770141602, 4.999935626983643] ood_range: [0.8000010454041672, 5.199951339700542] + description: the intensity of the first wave source - name: delta type: continuous train_range: [1.0002397298812866, 4.999388694763184] ood_range: [0.80013289867556, 5.199954987092351] - + description: the phase difference between the two wave sources target: name: I2 type: continuous train_range: [1.1560188362125244e-08, 13.714899063110352] - ood_range: - + ood_range: null + description: the intensity of the second wave source license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.40.1_4_0/metadata.yaml b/llm-srbench/lsrtransform/I.40.1_4_0/metadata.yaml index 5b759147dd54dd7e701f7e421e9e5f31f3270c2a..10c0977ce89de63b5cc43c473f063ceeeff8450e 100644 --- a/llm-srbench/lsrtransform/I.40.1_4_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.40.1_4_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.40.1_4_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [3.8213402149267495e-05, 4.531710147857666] ood_range: [1.178887553077157e-06, 4.756496331457328] + description: the density of particles at a given point - name: n_0 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000049811812013, 5.199925304740567] + description: the density of particles at the reference point - name: m type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000606383131824, 5.199995152419982] + description: the mass of a particle - name: x type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000194431037161, 5.1999969711869065] + description: the height or distance from the reference point - name: T type: continuous train_range: [1.0000371932983398, 4.9999871253967285] ood_range: [0.8000308175002806, 5.199997102200907] + description: the temperature in Kelvin - name: kb type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000867945048178, 5.199989989523923] - + description: the Boltzmann constant target: name: g type: continuous train_range: [-15.257062911987305, 60.5870475769043] - ood_range: - + ood_range: null + description: the acceleration due to gravity license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.43.43_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.43.43_0_0/metadata.yaml index 7dc98690fd44a05059d45c9154ab9afa2514cbf6..8d8dde4529c6b1191e7aa1c32194d3e9f2a3944e 100644 --- a/llm-srbench/lsrtransform/I.43.43_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.43.43_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.43.43_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0675648599863052, 13.20554542541504] ood_range: [-0.5890111160569657, 13.856589728449594] + description: the isentropic expansion factor - name: kb type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000444212825725, 5.199963851134426] + description: 's constant" ' - name: A type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000090962645161, 5.199973539634481] + description: ' ' - name: v type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000319274209444, 5.199983205270115] - + description: '' target: name: gamma type: continuous train_range: [1.0199791193008425, 197.02505493164065] - ood_range: - + ood_range: null + description: the adiabatic index license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.43.43_3_0/metadata.yaml b/llm-srbench/lsrtransform/I.43.43_3_0/metadata.yaml index 234a11d37937a8005ed289e9f430d6ba0f228b59..54df845596ee3f20a771faf88c44daac310cf6df 100644 --- a/llm-srbench/lsrtransform/I.43.43_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.43.43_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.43.43_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0675648599863052, 13.20554542541504] ood_range: [-0.5890145455882062, 13.856510019217804] + description: the isentropic expansion factor - name: gamma type: continuous train_range: [2.000051498413085, 4.999974250793457] ood_range: [1.850008001058824, 5.149990706926442] + description: the adiabatic index - name: kb type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000069291258736, 5.199980723974588] + description: 's constant" ' - name: A type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.800010136406762, 5.199994873234781] - + description: '' target: name: v type: continuous train_range: [0.0276653040200471, 238.6070709228516] - ood_range: - + ood_range: null + description: the velocity license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.44.4_2_0/metadata.yaml b/llm-srbench/lsrtransform/I.44.4_2_0/metadata.yaml index 279a7a790b952570e2d4ebb09313e41d0e7041c1..3e9756d8788a033841260dd1f4ccd4a73d83eca5 100644 --- a/llm-srbench/lsrtransform/I.44.4_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.44.4_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.44.4_2_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [-122.59723663330078, 97.95694732666016] ood_range: [-134.049686560467, 109.04832182048784] + description: the energy change of an ideal gas - name: n type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000050483489534, 5.19997563766685] + description: the number of moles of the gas - name: kb type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000241231940698, 5.199974595252092] + description: the Boltzmann constant - name: V1 type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000265007310419, 5.19997840913681] + description: the initial volume of the gas - name: V2 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000021481504309, 5.199988463989263] - + description: the final volume of the gas target: name: T type: continuous train_range: [-7116105.0, 403412.09375] - ood_range: - + ood_range: null + description: the temperature of the gas in Kelvin license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.44.4_4_0/metadata.yaml b/llm-srbench/lsrtransform/I.44.4_4_0/metadata.yaml index 4ac12ff6d4d128cd94adf572cb8b2a3f3bb26b4a..c634e36266bc6f095014d5e0fa55e25156e04879 100644 --- a/llm-srbench/lsrtransform/I.44.4_4_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.44.4_4_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.44.4_4_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [-122.59723663330078, 97.95694732666016] ood_range: [-134.04961103493596, 109.04959672237192] + description: the energy change of an ideal gas - name: n type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.800009227109917, 5.199992840883097] + description: the number of moles of the gas - name: kb type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000140700113089, 5.199975038953404] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000055059392888, 5.199988379636811] + description: the temperature of the gas in Kelvin - name: V1 type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000056607632487, 5.199985358459068] - + description: the initial volume of the gas target: name: V2 type: continuous train_range: [3.803715099869805e-38, 1.3332837685485517e+29] - ood_range: - + ood_range: null + description: the final volume of the gas license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.48.2_1_0/metadata.yaml b/llm-srbench/lsrtransform/I.48.2_1_0/metadata.yaml index e514c43c203601a10b3ae0b1f55af4c85a24c9cd..59752f3e87195d7026dee16de8f07a50e3774923 100644 --- a/llm-srbench/lsrtransform/I.48.2_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.48.2_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.48.2_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [15.14949893951416, 500.6915283203125] ood_range: [-9.149633529131204, 525.2945227214201] + description: "\n " - name: m type: continuous train_range: [1.0000685453414917, 4.9999399185180655] ood_range: [0.8000098066300877, 5.199993654174159] + description: ' ' - name: c type: continuous train_range: [3.000091314315796, 9.999845504760742] ood_range: [2.650020763757026, 10.349899820675944] - + description: '' target: name: v type: continuous train_range: [-9.722875595092772, -0.0323366597294807] - ood_range: - + ood_range: null + description: 's velocity" ' license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.50.26_0_0/metadata.yaml b/llm-srbench/lsrtransform/I.50.26_0_0/metadata.yaml index ee54f7d112093a07d3675801f0c00467f6ed2af3..99304ea12d5ee985ab5cdf64a1b4dd2e3a66bc49 100644 --- a/llm-srbench/lsrtransform/I.50.26_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.50.26_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.50.26_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [-0.691855788230896, 10.927631378173828] ood_range: [-1.2715938108053404, 11.47959891673562] + description: the resulting displacement - name: omega type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000116296754652, 3.0999970206309992] + description: the angular frequency - name: t type: continuous train_range: [1.0000261068344116, 2.999920606613159] ood_range: [0.9000151423379036, 3.099994913322815] + description: the time - name: alpha type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000025392972689, 3.0999964820228176] - + description: the non-linearity coefficient target: name: x1 type: continuous train_range: [-60428.28125, 8487347.0] - ood_range: - + ood_range: null + description: the initial amplitude license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/I.50.26_3_0/metadata.yaml b/llm-srbench/lsrtransform/I.50.26_3_0/metadata.yaml index 950a5d99fdf301827bffb7ab685ab34ba4a6b5e4..f649e553fb92eafffe5340f37a30c811e164a817 100644 --- a/llm-srbench/lsrtransform/I.50.26_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/I.50.26_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__I.50.26_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [-0.691855788230896, 10.927631378173828] ood_range: [-1.2715966696232266, 11.479580530554236] + description: the resulting displacement - name: x1 type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000039872824476, 3.0999956795214465] + description: the initial amplitude - name: omega type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000045358594749, 3.099992642948015] + description: the angular frequency - name: t type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000052332772859, 3.099991112759344] - + description: the time target: name: alpha type: continuous train_range: [-4307153.0, 5899128832.0] - ood_range: - + ood_range: null + description: the non-linearity coefficient license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.17_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.17_0_0/metadata.yaml index 03e03e054f43b4f17bdff4f67952df2eb75f58ee..76cb8f385167a74a54f727a0e2ea881dfc28ab76 100644 --- a/llm-srbench/lsrtransform/II.11.17_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.17_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.17_0_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [-9.144372940063477, 8.334019660949707] ood_range: [-10.01349746380233, 9.203378274498796] + description: the carrier density - name: kb type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000010212477415, 3.099998095738944] + description: the Boltzmann constant - name: T type: continuous train_range: [1.000031590461731, 2.999955892562866] ood_range: [0.9000064373982877, 3.099994290853576] + description: the temperature in Kelvin - name: theta type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000354359308034, 3.099998236793455] + description: the angle between the electric field and the carrier movement direction - name: p_d type: continuous train_range: [1.0000300407409668, 2.9999985694885254] ood_range: [0.9000266488713514, 3.0999750929818366] + description: the dipole moment of the carrier - name: Ef type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000231876236742, 3.099960067745046] - + description: the electric field strength target: name: n_0 type: continuous train_range: [-97628.875, 382316.375] - ood_range: - + ood_range: null + description: the equilibrium carrier density license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.17_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.17_2_0/metadata.yaml index 188a54a06cc033919c8ba1f945dd4c2736c93947..76aae4ed37001fef4a3fe478d9062dc690897cb4 100644 --- a/llm-srbench/lsrtransform/II.11.17_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.17_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.17_2_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [-9.144322395324709, 8.334019660949707] ood_range: [-10.013487941360202, 9.203435110361369] + description: the carrier density - name: n_0 type: continuous train_range: [1.00004243850708, 2.9999828338623047] ood_range: [0.900000046307069, 3.099983843031461] + description: the equilibrium carrier density - name: kb type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000053682357123, 3.099997634246249] + description: the Boltzmann constant - name: theta type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000007028924796, 3.099994159803816] + description: the angle between the electric field and the carrier movement direction - name: p_d type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000016474183674, 3.09999751745692] + description: the dipole moment of the carrier - name: Ef type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000106223274863, 3.0999966230030167] - + description: the electric field strength target: name: T type: continuous train_range: [-35980.3359375, 51458.65625] - ood_range: - + ood_range: null + description: the temperature in Kelvin license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.17_4_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.17_4_0/metadata.yaml index 3d0f962b01fdc67f69731368962499308732f2d1..06660b2bc27ecffdd5db2838ecdb2b51a582e468 100644 --- a/llm-srbench/lsrtransform/II.11.17_4_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.17_4_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.17_4_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [-9.144372940063477, 8.334019660949707] ood_range: [-10.013291858427271, 9.203443999706726] + description: the carrier density - name: n_0 type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.900004424700775, 3.099998887895295] + description: the equilibrium carrier density - name: kb type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000361038439566, 3.099999845760707] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000233064995424, 3.099994634158214] + description: the temperature in Kelvin - name: theta type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000040995917541, 3.0999922113916] + description: the angle between the electric field and the carrier movement direction - name: Ef type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000059931531618, 3.099999776287485] - + description: the electric field strength target: name: p_d type: continuous train_range: [-975170.1875, 196519.875] - ood_range: - + ood_range: null + description: the dipole moment of the carrier license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.17_5_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.17_5_0/metadata.yaml index b1955f6043397229106fb1256903394ecfbae4ae..9d8d46a6d7174ac4824752528a3776b27add45a9 100644 --- a/llm-srbench/lsrtransform/II.11.17_5_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.17_5_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.17_5_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [-9.144372940063477, 8.334019660949707] ood_range: [-10.013416262128024, 9.203413580965874] + description: the carrier density - name: n_0 type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000232897649979, 3.09999716316638] + description: the equilibrium carrier density - name: kb type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000028877446701, 3.099970940526488] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.90000916117216, 3.099990612432615] + description: the temperature in Kelvin - name: theta type: continuous train_range: [1.0000300407409668, 2.9999985694885254] ood_range: [0.9000207405509097, 3.0999959421967063] + description: the angle between the electric field and the carrier movement direction - name: p_d type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000132262128696, 3.0999884279967835] - + description: the dipole moment of the carrier target: name: Ef type: continuous train_range: [-975170.1875, 196519.875] - ood_range: - + ood_range: null + description: the electric field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.20_1_1/metadata.yaml b/llm-srbench/lsrtransform/II.11.20_1_1/metadata.yaml index cbcd262811869e1d8ce808c96d96ba0107a3e2a6..7c6be96a119b0f76c18890cf37b9d0fe0855a800 100644 --- a/llm-srbench/lsrtransform/II.11.20_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.20_1_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.20_1_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0440640673041343, 61.655376434326165] ood_range: [5.986841912797303e-05, 64.78224499620939] + description: the polarization of a medium - name: n_rho type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000103009449824, 5.199993217536783] + description: the density of molecules or dipoles - name: Ef type: continuous train_range: [1.000068426132202, 4.999911785125732] ood_range: [0.8000976562039347, 5.199989684402465] + description: the external electric field strength - name: kb type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000157494151245, 5.199997344740276] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000006277050068, 5.1999909961817465] - + description: the temperature in Kelvin target: name: p_d type: continuous train_range: [0.1096432209014892, 56.06609344482422] - ood_range: - + ood_range: null + description: the dipole moment of a molecule license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.27_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.27_0_0/metadata.yaml index 08334a71190aa9f8359dfc58dde924e3df168d0c..9af6c53550f0d74747e59bdc2e12461f12e634d8 100644 --- a/llm-srbench/lsrtransform/II.11.27_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.27_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.27_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0001726542541291, 5.04319429397583] ood_range: [-0.2517764507739587, 5.291980091602808] + description: the polarization of a material - name: alpha type: continuous train_range: [1.713729761831928e-05, 0.9999913573265076] ood_range: [-0.0499726601642511, 1.0499929441190168] + description: the polarizability of a unit - name: epsilon type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.9500009878555838, 2.0499990841244937] + description: the permittivity of free space or a constant - name: Ef type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.9500022446323432, 2.049997522621883] - + description: the external electric field target: name: n type: continuous train_range: [5.730105840484612e-05, 41743.69140625] - ood_range: - + ood_range: null + description: the number density of polarizable units license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.27_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.27_1_0/metadata.yaml index a33b4d03d300b7acb32bad4734bc9dae68456aea..21e7558c9312673fbfc708348b0b4c8d3e7f28cd 100644 --- a/llm-srbench/lsrtransform/II.11.27_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.27_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.27_1_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0001726542541291, 5.04319429397583] ood_range: [-0.2518179462670791, 5.291906834082565] + description: the polarization of a material - name: n type: continuous train_range: [1.713729761831928e-05, 0.9999913573265076] ood_range: [-0.0499779018934392, 1.0499832395592443] + description: the number density of polarizable units - name: epsilon type: continuous train_range: [1.000012993812561, 1.9999779462814329] ood_range: [0.950006265260634, 2.049991108533085] + description: the permittivity of free space or a constant - name: Ef type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.9500024497311051, 2.049996422671702] - + description: the external electric field target: name: alpha type: continuous train_range: [5.730105840484612e-05, 41743.69140625] - ood_range: - + ood_range: null + description: the polarizability of a unit license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.27_3_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.27_3_0/metadata.yaml index ff05917791b7b0524ab4fa22a58a89c42ed8028c..c82359d0647dafda29f9bfc5c6418e212ed5a31d 100644 --- a/llm-srbench/lsrtransform/II.11.27_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.27_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.27_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.0001726542541291, 5.04319429397583] ood_range: [-0.2518042945111077, 5.2919706021466455] + description: the polarization of a material - name: n type: continuous train_range: [1.713729761831928e-05, 0.9999913573265076] ood_range: [-0.0499810655506933, 1.0499957346564628] + description: the number density of polarizable units - name: alpha type: continuous train_range: [1.304351371800294e-05, 0.9999779462814332] ood_range: [-0.049979267909813, 1.0499908844356465] + description: the polarizability of a unit - name: epsilon type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.9500256212231626, 2.0499981607770184] - + description: the permittivity of free space or a constant target: name: Ef type: continuous train_range: [0.0002452771295793, 137408896.0] - ood_range: - + ood_range: null + description: the external electric field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.28_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.28_0_0/metadata.yaml index edca2814240eaa2a721c96ce937607115316ce83..c2e238bc2f3559695c185f2860400ae2d78636ed 100644 --- a/llm-srbench/lsrtransform/II.11.28_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.28_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.28_0_0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.0000102519989014, 2.4903042316436768] ood_range: [0.9255043146575206, 2.5644999719103785] + description: the resulting angle or parameter - name: alpha type: continuous train_range: [1.713729761831928e-05, 0.9999913573265076] ood_range: [-0.0499803656510016, 1.0499978622121078] - + description: the angle of incidence or a constant factor target: name: n type: continuous train_range: [-49815.2109375, -1.5533394616795704e-05] - ood_range: - + ood_range: null + description: the number of terms or iterations license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.3_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.3_0_0/metadata.yaml index ff2e74300456155a74f1dab1d4f5c87ad46f171d..bfb501734453009ee3bae5f44be0395c55e8a83a 100644 --- a/llm-srbench/lsrtransform/II.11.3_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.3_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.3_0_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0211700499057769, 1.0360358953475952] ood_range: [-0.0297363372146916, 1.090939086490998] + description: the displacement of an object from its equilibrium position - name: Ef type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000069622620613, 3.0999916575339777] + description: the external electric field strength - name: m type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000177327545363, 3.099998690662398] + description: the mass of the object - name: omega_0 type: continuous train_range: [3.0000076293945312, 4.999992847442627] ood_range: [2.9000063002922785, 5.099992098243614] + description: the natural angular frequency of the oscillation - name: omega type: continuous train_range: [1.000009298324585, 1.9999992847442627] ood_range: [0.9500005853578284, 2.049994527299441] - + description: the angular frequency of the external force target: name: q type: continuous train_range: [0.067725233733654, 65.569580078125] - ood_range: - + ood_range: null + description: the electric charge of the object license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.3_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.11.3_2_0/metadata.yaml index 01f6704bb5e24b91eb974de12b0c6003e3a62508..311aac906f6adb908fac7adf832821c13fb18864 100644 --- a/llm-srbench/lsrtransform/II.11.3_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.3_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.3_2_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0211700499057769, 1.0360513925552368] ood_range: [-0.0297323861520889, 1.0909318149819474] + description: the displacement of an object from its equilibrium position - name: q type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.900020451464597, 3.099995313932692] + description: the electric charge of the object - name: Ef type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000016124666638, 3.099992674718172] + description: the external electric field strength - name: omega_0 type: continuous train_range: [3.0000076293945312, 4.999992847442627] ood_range: [2.9000024442624515, 5.099991344864614] + description: the natural angular frequency of the oscillation - name: omega type: continuous train_range: [1.000009298324585, 1.9999992847442627] ood_range: [0.950008963713892, 2.049996041303136] - + description: the angular frequency of the external force target: name: m type: continuous train_range: [0.0510057508945465, 47.78951644897461] - ood_range: - + ood_range: null + description: the mass of the object license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.3_3_1/metadata.yaml b/llm-srbench/lsrtransform/II.11.3_3_1/metadata.yaml index 5f5dc9fc93e7e8f2fb9eb0bc4d54afc732092280..bd1897a5e3fab19dd9a8595d6f53b171551eca39 100644 --- a/llm-srbench/lsrtransform/II.11.3_3_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.3_3_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.3_3_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0211700499057769, 1.0360513925552368] ood_range: [9.709578978198824e-06, 1.0909391307301215] + description: the displacement of an object from its equilibrium position - name: q type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000021235290858, 3.099997384229633] + description: the electric charge of the object - name: Ef type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000066513378854, 3.099992210942345] + description: the external electric field strength - name: m type: continuous train_range: [1.0000219345092771, 2.999993085861206] ood_range: [0.9000460236310873, 3.0999993700338164] + description: the mass of the object - name: omega type: continuous train_range: [1.000009298324585, 1.999996781349182] ood_range: [0.950011670017677, 2.049995285901808] - + description: the angular frequency of the external force target: name: omega_0 type: continuous train_range: [1.2116291522979736, 18.39336585998535] - ood_range: - + ood_range: null + description: the natural angular frequency of the oscillation license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.11.3_4_1/metadata.yaml b/llm-srbench/lsrtransform/II.11.3_4_1/metadata.yaml index c66263eddbf607f9e134b1288a2fde3ce2180397..e9ee10215ac0fa50ca841d1bda875ed59a829af6 100644 --- a/llm-srbench/lsrtransform/II.11.3_4_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.11.3_4_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.11.3_4_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0291263591498136, 1.0360513925552368] ood_range: [-0.0214380857211335, 1.0905370320224914] + description: the displacement of an object from its equilibrium position - name: q type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000030516126282, 3.099989920976224] + description: the electric charge of the object - name: Ef type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000083772449803, 3.099998310423555] + description: the external electric field strength - name: m type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000019980457186, 3.0999883169136737] + description: the mass of the object - name: omega_0 type: continuous train_range: [3.000030040740967, 4.9999985694885245] ood_range: [2.9000045171637314, 5.099996940874161] - + description: the natural angular frequency of the oscillation target: name: omega type: continuous train_range: [0.0364340059459209, 4.943933963775635] - ood_range: - + ood_range: null + description: the angular frequency of the external force license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.13.23_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.13.23_1_0/metadata.yaml index ee32bbcbf2b4fde7402a27648299321bca5e0242..d957ea79acd94bf430595396c55e1c3ad8b04b86 100644 --- a/llm-srbench/lsrtransform/II.13.23_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.13.23_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.13.23_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.035897970199585, 5.9715189933776855] ood_range: [0.8080017178503606, 6.216435853295662] + description: the critical density of the universe at a given velocity - name: rho_c_0 type: continuous train_range: [1.0000848770141602, 4.999965667724609] ood_range: [0.8000353312373564, 5.199971145972576] + description: the critical density of the universe at rest - name: c type: continuous train_range: [3.000091314315796, 9.999845504760742] ood_range: [2.6500833268988355, 10.349918981250829] - + description: the speed of light target: name: v type: continuous train_range: [-9.803196907043455, -0.0207411553710699] - ood_range: - + ood_range: null + description: the velocity of the object or frame of reference license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.13.34_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.13.34_1_0/metadata.yaml index d1564433816f9b7f8e99ece3a78b0f1c9796d94e..faaf0ddec41b0ff8d390c26ed69b8589757c4663 100644 --- a/llm-srbench/lsrtransform/II.13.34_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.13.34_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.13.34_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,26 @@ dataset: type: continuous train_range: [1.0983203649520874, 11.76203441619873] ood_range: [0.5650729723257475, 12.33492606864599] + description: "\n \"the object" - name: rho_c_0 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000111387952632, 5.199984851787038] + description: the speed of light - name: c type: continuous train_range: [3.000091314315796, 9.999845504760742] ood_range: [2.650092869948442, 10.349971118518122] - target: name: v type: continuous train_range: [-7.323967933654785, -0.2202537059783935] - ood_range: - + ood_range: null + description: 's velocity" ' license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.15.4_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.15.4_1_0/metadata.yaml index e3e77e81b1b0762732bf5c4e99cd79298cd068ed..1f13140851d4127569178f8cae8672a773af8f1e 100644 --- a/llm-srbench/lsrtransform/II.15.4_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.15.4_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.15.4_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-12.889936447143556, 22.31268882751465] ood_range: [-14.659928368469672, 24.059762053197456] + description: the normal component of the electric field - name: mom type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000004443386911, 5.199999528972356] + description: the magnetic moment of a magnet - name: theta type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000005036069178, 5.19999306665671] - + description: the angle between the magnetic moment and the magnetic field target: name: B type: continuous train_range: [-60913.48828125, 129468.78125] - ood_range: - + ood_range: null + description: the magnetic field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.15.5_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.15.5_0_0/metadata.yaml index ad0bf13803a5770341029ca8b698ada0a813a8a8..92be54e0500bde19d738dbf5c1fbb8279715683f 100644 --- a/llm-srbench/lsrtransform/II.15.5_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.15.5_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.15.5_0_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-10.578848838806152, 23.62097930908203] ood_range: [-12.309940692582725, 25.30979606882745] + description: the normal component of the electric field at the surface - name: Ef type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000037658675945, 5.19991522982014] + description: the external electric field - name: theta type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000431209636322, 5.199997390013705] - + description: the angle between the dipole moment and the external electric field target: name: p_d type: continuous train_range: [-65902.3671875, 141349.5625] - ood_range: - + ood_range: null + description: the dipole moment per unit area license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.15.5_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.15.5_1_0/metadata.yaml index b33cf56d120cc04cf632543a8533d1439c5d5dd4..8c224a9a516a24be993f3fa79577d2f4ed1d4625 100644 --- a/llm-srbench/lsrtransform/II.15.5_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.15.5_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.15.5_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-10.578848838806152, 23.62149810791016] ood_range: [-12.309864088655011, 25.309892290337533] + description: the normal component of the electric field at the surface - name: p_d type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.800000677418819, 5.199960301169774] + description: the dipole moment per unit area - name: theta type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000135736193887, 5.199994559371646] - + description: the angle between the dipole moment and the external electric field target: name: Ef type: continuous train_range: [-65902.3671875, 141349.5625] - ood_range: - + ood_range: null + description: the external electric field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.21.32_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.21.32_2_0/metadata.yaml index b65967e3dbac1b1b036f8a6323e72c71ca200016..f2403911d19bdeff458f632036e73d1898bdad96 100644 --- a/llm-srbench/lsrtransform/II.21.32_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.21.32_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.21.32_2_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0049617900513112, 0.3869388997554779] ood_range: [-0.0141415555700364, 0.4061002439428641] + description: the electric potential - name: q type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000035042546002, 5.199960661985466] + description: the electric charge - name: epsilon type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000082030833345, 5.199984482302235] + description: the electric constant (permittivity of free space) - name: v type: continuous train_range: [1.0000038146972656, 1.999996542930603] ood_range: [0.9500196506955644, 2.0499943110304453] + description: the velocity of the charge - name: c type: continuous train_range: [3.0000650882720947, 9.999995231628418] ood_range: [2.650069938821368, 10.349963960650202] - + description: the speed of light target: name: r type: continuous train_range: [0.0519773550331592, 83.60376739501953] - ood_range: - + ood_range: null + description: the distance from the charge license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.21.32_3_0/metadata.yaml b/llm-srbench/lsrtransform/II.21.32_3_0/metadata.yaml index 6388801e9099113ac3a8a6586ceefbd224f9abbf..ae1b5dfe14d21fc8924f22d8ee854e18141e4c4b 100644 --- a/llm-srbench/lsrtransform/II.21.32_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.21.32_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.21.32_3_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0049617900513112, 0.3869388997554779] ood_range: [-0.014134626262362, 0.4060976744755189] + description: the electric potential - name: q type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000020328698386, 5.199994281219942] + description: the electric charge - name: epsilon type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000179128221162, 5.1999968500474285] + description: the electric constant (permittivity of free space) - name: r type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000140592441493, 5.199977356390934] + description: the distance from the charge - name: c type: continuous train_range: [3.0000650882720947, 9.999977111816406] ood_range: [2.650082883266951, 10.34995770229079] - + description: the speed of light target: name: v type: continuous train_range: [-271.6834716796875, 9.814229011535645] - ood_range: - + ood_range: null + description: the velocity of the charge license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.24.17_0_1/metadata.yaml b/llm-srbench/lsrtransform/II.24.17_0_1/metadata.yaml index 471da5b2c3554e0538d33efa0eb6c8c33e07b108..f878749b2bd6650b3b4838f092e78b6846b4ffcf 100644 --- a/llm-srbench/lsrtransform/II.24.17_0_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.24.17_0_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.24.17_0_1 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.5988935232162476, 5.868702411651611] ood_range: [1.3865035142573388, 6.08348511986186] + description: the wave number - name: c type: continuous train_range: [1.000017166137695, 1.9999914169311523] ood_range: [0.9500085682842002, 2.0499847866786425] + description: the speed of the wave - name: d type: continuous train_range: [2.000025987625122, 3.9999558925628658] ood_range: [1.9000011265343133, 4.099997481983676] - + description: the diameter or thickness of the waveguide or medium target: name: omega type: continuous train_range: [1.8147628307342527, 12.030722618103027] - ood_range: - + ood_range: null + description: the angular frequency license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.24.17_1_1/metadata.yaml b/llm-srbench/lsrtransform/II.24.17_1_1/metadata.yaml index 28797617fcfbb3a7dd533f37b81ff268aaf7a9f9..017b8dd110ab1616e353657911c7110645d2bf79 100644 --- a/llm-srbench/lsrtransform/II.24.17_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.24.17_1_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.24.17_1_1 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.5988935232162476, 5.868702411651611] ood_range: [1.386535598594334, 6.083491978181932] + description: the wave number - name: omega type: continuous train_range: [4.000034332275392, 5.999982833862305] ood_range: [3.900002146128564, 6.099987884777218] + description: the angular frequency - name: d type: continuous train_range: [2.000025987625122, 3.9999558925628658] ood_range: [1.90000057879856, 4.0999920393822205] - + description: the diameter or thickness of the waveguide or medium target: name: c type: continuous train_range: [0.6684999465942382, 3.350017070770264] - ood_range: - + ood_range: null + description: the speed of the wave license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.24.17_2_1/metadata.yaml b/llm-srbench/lsrtransform/II.24.17_2_1/metadata.yaml index 5b492aa432d46be29158538905a7b98ad6a63c07..1edd53d26fb308789400d421b3dcfdb5b00b4d2f 100644 --- a/llm-srbench/lsrtransform/II.24.17_2_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.24.17_2_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.24.17_2_1 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.5988935232162476, 5.865245819091797] ood_range: [1.3865684945272148, 6.083326446212995] + description: the wave number - name: omega type: continuous train_range: [4.00004243850708, 5.999982833862305] ood_range: [3.900053108744515, 6.099998855408796] + description: the angular frequency - name: c type: continuous train_range: [1.0000170469284058, 1.9999740123748777] ood_range: [0.9500075636134292, 2.0499902653523705] - + description: the speed of the wave target: name: d type: continuous train_range: [0.5467547178268432, 5000.7822265625] - ood_range: - + ood_range: null + description: the diameter or thickness of the waveguide or medium license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.27.16_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.27.16_2_0/metadata.yaml index c13be541c134bbb9bf6dbe571f41eb6bec00b42e..339ad9a311799c185527be770e4c0becf1e0e774 100644 --- a/llm-srbench/lsrtransform/II.27.16_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.27.16_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.27.16_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [2.2404978275299072, 511.3955078125] ood_range: [0.0010420591512314, 536.4364886476545] + description: the energy flux density - name: epsilon type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000259816532322, 5.1999779515383056] + description: the electric constant or permittivity of free space - name: c type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.800000689068261, 5.199991002292596] - + description: the speed of light target: name: Ef type: continuous train_range: [-21.787624359130856, -0.306321233510971] - ood_range: - + ood_range: null + description: the magnitude of the electric field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.27.18_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.27.18_1_0/metadata.yaml index 3a05485fff7c506c43128a19298a830903b360c9..8f9970a7eb4f629f39c4e3ace05563839cd3a4fd 100644 --- a/llm-srbench/lsrtransform/II.27.18_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.27.18_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.27.18_1_0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [1.2968703508377075, 119.0695343017578] ood_range: [0.0002120671581344, 124.88459959963065] + description: the energy density - name: epsilon type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000361221367482, 5.199993991462222] - + description: the electric permittivity target: name: Ef type: continuous train_range: [-10.806862831115724, -0.5108904838562011] - ood_range: - + ood_range: null + description: the electric field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.3.24_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.3.24_1_0/metadata.yaml index 5a8b3c382378b0a4024017b41741311ee420e37b..c523a9417eb819ed5779b0f66ab8dcd908d2b0c8 100644 --- a/llm-srbench/lsrtransform/II.3.24_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.3.24_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.3.24_1_0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0033250839915126, 0.3633016943931579] ood_range: [6.543316682060263e-07, 0.3809789158279863] + description: the radiant flux of an object - name: Pwr type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000248600086969, 5.199995407227695] - + description: the power emitted by the object target: name: r type: continuous train_range: [-10.900797843933104, -0.4725718200206756] - ood_range: - + ood_range: null + description: the distance from the object license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.34.29a_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.34.29a_2_0/metadata.yaml index cf416bcc290453e01b5f453e6b08452926512f13..b326042cbcd53f36bffc5c89bff9f4737084f7ca 100644 --- a/llm-srbench/lsrtransform/II.34.29a_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.34.29a_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.34.29a_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.024830037727952, 1.7205326557159424] ood_range: [-0.0599563105125011, 1.8047592023264496] + description: the momentum of a particle - name: q type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000023347192073, 5.199960676989696] + description: the charge of a particle - name: h type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.800008798017493, 5.199977654884231] - + description: the Planck constant target: name: m type: continuous train_range: [0.0498166345059871, 76.97613525390625] - ood_range: - + ood_range: null + description: the mass of a particle license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.34.29b_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.34.29b_0_0/metadata.yaml index 786cf0bd92dad2af08a1eeaaa2edca4580f823bc..cf4b0e0e18ca1036c74209522fe737a505cc158c 100644 --- a/llm-srbench/lsrtransform/II.34.29b_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.34.29b_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.34.29b_0_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [6.758749008178711, 2590.955322265625] ood_range: [-122.4118644143673, 2719.160985646957] + description: the energy of the nth state - name: h type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000183366184479, 5.199999000389882] + description: the Planck constant - name: Jz type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000341656513159, 5.199990557503856] + description: the z-component of the total angular momentum - name: mom type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000187569163135, 5.199982830195075] + description: the magnetic moment of the particle or atom - name: B type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000057144572431, 5.1999917638333] - + description: the magnetic field strength target: name: g_ type: continuous train_range: [0.0345421768724918, 1298.554931640625] - ood_range: - + ood_range: null + description: the g-factor of the particle or atom license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.34.29b_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.34.29b_2_0/metadata.yaml index 9f0a7ef4e7c4909f07bde71dd213212f6912291f..747dfe39d349d938852debcf0645b1cfda17ac77 100644 --- a/llm-srbench/lsrtransform/II.34.29b_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.34.29b_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.34.29b_2_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [6.751266002655028, 2590.955322265625] ood_range: [-122.40799987464789, 2719.1571939896558] + description: the energy of the nth state - name: g_ type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.800019880977852, 5.199974783211978] + description: the g-factor of the particle or atom - name: h type: continuous train_range: [1.0000522136688232, 4.999896049499512] ood_range: [0.8000161592857442, 5.199998411555103] + description: the Planck constant - name: mom type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000212343696453, 5.199963693610125] + description: the magnetic moment of the particle or atom - name: B type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000037835033377, 5.19998639368643] - + description: the magnetic field strength target: name: Jz type: continuous train_range: [0.0236036628484725, 1247.4884033203125] - ood_range: - + ood_range: null + description: the z-component of the total angular momentum license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.34.29b_3_0/metadata.yaml b/llm-srbench/lsrtransform/II.34.29b_3_0/metadata.yaml index 993d80e4a1c2bc24472550d588d34394253566f7..3c545a0bab8314047b5ef0753d0b6a64dedfa42b 100644 --- a/llm-srbench/lsrtransform/II.34.29b_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.34.29b_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.34.29b_3_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [6.751266002655028, 2590.916015625] ood_range: [-122.40385072697885, 2719.1384676312264] + description: the energy of the nth state - name: g_ type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000497828321017, 5.199999924588672] + description: the g-factor of the particle or atom - name: h type: continuous train_range: [1.0000522136688232, 4.999896049499512] ood_range: [0.8000122501805579, 5.199999707347731] + description: the Planck constant - name: Jz type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.800000744051692, 5.199966242984409] + description: the z-component of the total angular momentum - name: B type: continuous train_range: [1.0000600814819336, 4.999997138977051] ood_range: [0.8000058820920966, 5.199988916109664] - + description: the magnetic field strength target: name: mom type: continuous train_range: [0.0236036628484725, 1247.4884033203125] - ood_range: - + ood_range: null + description: the magnetic moment of the particle or atom license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.34.29b_4_0/metadata.yaml b/llm-srbench/lsrtransform/II.34.29b_4_0/metadata.yaml index adcd87df133d4578349fc4bf37bb33f18bbd0ac1..8b5ddd796a5cf00f29ab1731cee6a3b4672ab6a0 100644 --- a/llm-srbench/lsrtransform/II.34.29b_4_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.34.29b_4_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.34.29b_4_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [6.751266002655028, 2590.955322265625] ood_range: [-122.3938463303301, 2719.145030465676] + description: the energy of the nth state - name: g_ type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000048262659887, 5.199998958950927] + description: the g-factor of the particle or atom - name: h type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000033877244019, 5.199999864451146] + description: the Planck constant - name: Jz type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000269769707029, 5.199988655498264] + description: the z-component of the total angular momentum - name: mom type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000078167807941, 5.199997294580745] - + description: the magnetic moment of the particle or atom target: name: B type: continuous train_range: [0.0236036628484725, 1247.4884033203125] - ood_range: - + ood_range: null + description: the magnetic field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.34.2_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.34.2_1_0/metadata.yaml index e6be95150549eaa777594fa391b87157927509fe..63bab5b2d975ddf582475972e0a9aa6d42cef3f5 100644 --- a/llm-srbench/lsrtransform/II.34.2_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.34.2_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.34.2_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.0240371227264404, 58.48762893676758] ood_range: [-1.8529938056844788, 61.37394552260487] + description: the momentum of an object - name: q type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000461175171694, 5.199993042800987] + description: a factor or quantity, possibly a charge or a proportionality constant, though more context is needed for precise definition - name: r type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000034831954655, 5.199981323125482] - + description: possibly the radius of a circular path or a distance, more context is needed for precise definition target: name: v type: continuous train_range: [0.0852283984422683, 108.61114501953124] - ood_range: - + ood_range: null + description: the velocity of an object license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.35.18_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.35.18_0_0/metadata.yaml index 1ebe703760f798b7bad8f1775f954edf272675fc..eb7cce0e33b702ec6165119dd137f24b61bb4a97 100644 --- a/llm-srbench/lsrtransform/II.35.18_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.35.18_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.35.18_0_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0067171487025916, 1.4581270217895508] ood_range: [-0.0659430165492893, 1.5326358513324698] + description: the number of particles in a given state - name: kb type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000079710510158, 3.0999680454671106] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000192339346403, 3.099989025050366] + description: the temperature of the system - name: mom type: continuous train_range: [1.0000219345092771, 2.999993085861206] ood_range: [0.9000046654298537, 3.099997996044045] + description: the magnetic moment of a particle - name: B type: continuous train_range: [1.0000300407409668, 2.9999985694885254] ood_range: [0.9000049735950733, 3.099999785668041] - + description: the magnetic field strength target: name: n_0 type: continuous train_range: [0.0137560395523905, 3213.8291015625] - ood_range: - + ood_range: null + description: the number of particles at equilibrium license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.35.18_2_1/metadata.yaml b/llm-srbench/lsrtransform/II.35.18_2_1/metadata.yaml index edc5c6879d0cf3e75a0a79a5393a2df4bfc62020..b961b429c3b917754fc1ad4f33d6d58f35b0b942 100644 --- a/llm-srbench/lsrtransform/II.35.18_2_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.35.18_2_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.35.18_2_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0067171487025916, 1.4574493169784546] ood_range: [2.537153192067043e-06, 1.532642842937153] + description: the number of particles in a given state - name: n_0 type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9001144726339795, 3.0999797265593214] + description: the number of particles at equilibrium - name: kb type: continuous train_range: [1.0000342130661013, 2.999948024749756] ood_range: [0.9000172262036225, 3.099999620071616] + description: the Boltzmann constant - name: mom type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000186283230731, 3.099985222180985] + description: the magnetic moment of a particle - name: B type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000056527998159, 3.0999915685301582] - + description: the magnetic field strength target: name: T type: continuous train_range: [0.0732221975922584, 355.97171020507807] - ood_range: - + ood_range: null + description: the temperature of the system license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.35.18_3_1/metadata.yaml b/llm-srbench/lsrtransform/II.35.18_3_1/metadata.yaml index 5373c6b4ea87de287d311db417c02e48e35b8a4c..1c22ca44229890d7a356656422e2a76959523566 100644 --- a/llm-srbench/lsrtransform/II.35.18_3_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.35.18_3_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.35.18_3_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0067171487025916, 1.4574493169784546] ood_range: [1.1681528052781551e-06, 1.5326150533673146] + description: the number of particles in a given state - name: n_0 type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9002107041731057, 3.099997634419649] + description: the number of particles at equilibrium - name: kb type: continuous train_range: [1.0000342130661013, 2.999948024749756] ood_range: [0.9000158746151941, 3.0999976024023894] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000092044653627, 3.0999881252364228] + description: the temperature of the system - name: B type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.900005563600309, 3.099986128178976] - + description: the magnetic field strength target: name: mom type: continuous train_range: [0.0133077213540673, 37.99010467529297] - ood_range: - + ood_range: null + description: the magnetic moment of a particle license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.35.18_4_1/metadata.yaml b/llm-srbench/lsrtransform/II.35.18_4_1/metadata.yaml index 6f915bb7a5ecd154aaafac4bc0385998572cd1bc..e0dec643ed183724a3247e0c126fa673f28d8dfe 100644 --- a/llm-srbench/lsrtransform/II.35.18_4_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.35.18_4_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.35.18_4_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.0067171487025916, 1.4574493169784546] ood_range: [3.908998246218709e-06, 1.532650565479116] + description: the number of particles in a given state - name: n_0 type: continuous train_range: [1.00004243850708, 2.9999828338623047] ood_range: [0.9001507049741597, 3.099992920707374] + description: the number of particles at equilibrium - name: kb type: continuous train_range: [1.0000342130661013, 2.999948024749756] ood_range: [0.9000089788512635, 3.099972029643875] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000121972664661, 3.099980599973854] + description: the temperature of the system - name: mom type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000003555481155, 3.0999987685303125] - + description: the magnetic moment of a particle target: name: B type: continuous train_range: [0.0133077213540673, 45.439208984375] - ood_range: - + ood_range: null + description: the magnetic field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.35.21_2_1/metadata.yaml b/llm-srbench/lsrtransform/II.35.21_2_1/metadata.yaml index 2f76d2bd6271c97cef41c7fdd5be75cf423faf26..c86841c8d8bb59e745a230b108f2106629e9e259 100644 --- a/llm-srbench/lsrtransform/II.35.21_2_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.35.21_2_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.35.21_2_1 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [0.1058907136321067, 23.416009902954105] ood_range: [-1.0586739424554044, 24.56441796524964] + description: the magnetization of a material - name: n_rho type: continuous train_range: [1.000407576560974, 4.999935626983643] ood_range: [0.8000402046813562, 5.199970520249548] + description: the density of magnetic moments - name: mom type: continuous train_range: [1.0012125968933103, 4.999896049499512] ood_range: [0.8000474434984873, 5.1999183229368064] + description: the magnetic moment of a particle - name: kb type: continuous train_range: [1.000043869018555, 4.999985694885254] ood_range: [0.8001026679467393, 5.199994637112249] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000600814819336, 4.999997138977051] ood_range: [0.800099290606529, 5.199996946232925] - + description: the temperature in Kelvin target: name: B type: continuous train_range: [0.0016629317542538, 73.48759460449219] - ood_range: - + ood_range: null + description: the magnetic field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.36.38_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.36.38_0_0/metadata.yaml index d611035b3f5c844789404b7d4cdf571d3c886646..20eba5a3af8f8028a6042fe1fccff7adfb00e888 100644 --- a/llm-srbench/lsrtransform/II.36.38_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.36.38_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.36.38_0_0 - description: + description: null splits: train: file: train.csv @@ -25,45 +25,52 @@ dataset: type: continuous train_range: [0.1887260377407074, 11.236462593078612] ood_range: [-0.3614019506190813, 11.750495922213222] + description: the resultant value of the function - name: H type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000027072710172, 3.09999827048819] + description: the magnetic field strength - name: kb type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000103004206164, 3.0999941993670763] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000033600149898, 3.0999974319125227] + description: the temperature in Kelvin - name: alpha type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000083779065872, 3.0999928783131474] + description: the polarizability of a medium or molecule - name: epsilon type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000098805471137, 3.099973919254198] + description: the electric permittivity of a medium - name: c type: continuous train_range: [1.0000056028366089, 2.999988079071045] ood_range: [0.90000004240561, 3.0999869084496225] + description: the speed of light in vacuum - name: M type: continuous train_range: [1.0000028610229492, 2.9999985694885254] ood_range: [0.9000030779332164, 3.099997137543608] - + description: the magnetization of a material target: name: mom type: continuous train_range: [-612736.5625, 1236563.375] - ood_range: - + ood_range: null + description: the momentum of an object or particle license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.36.38_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.36.38_1_0/metadata.yaml index 8c48c404fc83b236ce29563418b2ba9b892eeb48..6da2940d5b77bd1ec33fe2835354cd0b0100d3ee 100644 --- a/llm-srbench/lsrtransform/II.36.38_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.36.38_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.36.38_1_0 - description: + description: null splits: train: file: train.csv @@ -25,45 +25,52 @@ dataset: type: continuous train_range: [0.1887260377407074, 11.236462593078612] ood_range: [-0.3615235419334005, 11.750527267115318] + description: the resultant value of the function - name: mom type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000047433446672, 3.0999868669868462] + description: the momentum of an object or particle - name: kb type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000029483924227, 3.0999733009175685] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.900001462100214, 3.099970598337549] + description: the temperature in Kelvin - name: alpha type: continuous train_range: [1.00001859664917, 2.9999935626983643] ood_range: [0.9000050769846323, 3.0999890842191182] + description: the polarizability of a medium or molecule - name: epsilon type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000083710136602, 3.0999947629940325] + description: the electric permittivity of a medium - name: c type: continuous train_range: [1.0000056028366089, 2.999988079071045] ood_range: [0.9000245954351731, 3.0999959185553574] + description: the speed of light in vacuum - name: M type: continuous train_range: [1.0000028610229492, 2.9999985694885254] ood_range: [0.9000026695776545, 3.099989954618203] - + description: the magnetization of a material target: name: H type: continuous train_range: [0.2411857843399047, 92.24732971191406] - ood_range: - + ood_range: null + description: the magnetic field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.36.38_3_0/metadata.yaml b/llm-srbench/lsrtransform/II.36.38_3_0/metadata.yaml index 43c06a6dd45e31db5bcc3fdf282185f09d0857bf..fb5ea2648dd46d5a507cac1be69896f40e0250cc 100644 --- a/llm-srbench/lsrtransform/II.36.38_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.36.38_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.36.38_3_0 - description: + description: null splits: train: file: train.csv @@ -25,45 +25,52 @@ dataset: type: continuous train_range: [0.1887260377407074, 11.236462593078612] ood_range: [-0.3614930548386107, 11.750494050419029] + description: the resultant value of the function - name: mom type: continuous train_range: [1.0000343322753906, 2.9999699592590328] ood_range: [0.9000002507629398, 3.099998236580554] + description: the momentum of an object or particle - name: H type: continuous train_range: [1.000031590461731, 2.999955892562866] ood_range: [0.9000028103698273, 3.0999917756858064] + description: the magnetic field strength - name: kb type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000072762447258, 3.099982826109084] + description: the Boltzmann constant - name: alpha type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.900004376205864, 3.0999945820409973] + description: the polarizability of a medium or molecule - name: epsilon type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000075277183132, 3.0999879746951238] + description: the electric permittivity of a medium - name: c type: continuous train_range: [1.0000056028366089, 2.999988079071045] ood_range: [0.9000024808750956, 3.0999977779678645] + description: the speed of light in vacuum - name: M type: continuous train_range: [1.0000147819519043, 2.9999985694885254] ood_range: [0.9000232472623148, 3.099972620167429] - + description: the magnetization of a material target: name: T type: continuous train_range: [-21.44656753540039, 36.62345123291016] - ood_range: - + ood_range: null + description: the temperature in Kelvin license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.36.38_4_0/metadata.yaml b/llm-srbench/lsrtransform/II.36.38_4_0/metadata.yaml index 66b764c9b473475f1ba65dece1b3bc31202e94cb..126d555cbeabb15dd6a3c382b0ce2486e6d386e2 100644 --- a/llm-srbench/lsrtransform/II.36.38_4_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.36.38_4_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.36.38_4_0 - description: + description: null splits: train: file: train.csv @@ -25,45 +25,52 @@ dataset: type: continuous train_range: [0.1887260377407074, 11.236462593078612] ood_range: [-0.361468438162438, 11.750427264604197] + description: the resultant value of the function - name: mom type: continuous train_range: [1.00004243850708, 2.9999699592590328] ood_range: [0.9000023046476342, 3.0999741696312757] + description: the momentum of an object or particle - name: H type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000913682328692, 3.0999684162729677] + description: the magnetic field strength - name: kb type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000083432218277, 3.099989130487512] + description: the Boltzmann constant - name: T type: continuous train_range: [1.0000300407409668, 2.9999985694885254] ood_range: [0.9000480740651114, 3.099984764034] + description: the temperature in Kelvin - name: epsilon type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000173607771585, 3.0999995255579256] + description: the electric permittivity of a medium - name: c type: continuous train_range: [1.0000056028366089, 2.999988079071045] ood_range: [0.900020662324315, 3.09999832549824] + description: the speed of light in vacuum - name: M type: continuous train_range: [1.0000028610229492, 2.9999985694885254] ood_range: [0.900017262283742, 3.0999994985462718] - + description: the magnetization of a material target: name: alpha type: continuous train_range: [-1400.382080078125, 56.38677597045898] - ood_range: - + ood_range: null + description: the polarizability of a medium or molecule license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.36.38_5_0/metadata.yaml b/llm-srbench/lsrtransform/II.36.38_5_0/metadata.yaml index 8a075b4a9443902eb3c4b7251e18c968effde616..2d2172000d0873bae1aba29650391d9c239061fa 100644 --- a/llm-srbench/lsrtransform/II.36.38_5_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.36.38_5_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.36.38_5_0 - description: + description: null splits: train: file: train.csv @@ -25,45 +25,52 @@ dataset: type: continuous train_range: [0.1887260377407074, 11.236462593078612] ood_range: [-0.3615439956339332, 11.750522024432865] + description: the resultant value of the function - name: mom type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000101804839574, 3.09999217335681] + description: the momentum of an object or particle - name: H type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000136194827328, 3.099988675158303] + description: the magnetic field strength - name: kb type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000069161975098, 3.099983911893464] + description: the Boltzmann constant - name: T type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000019699996595, 3.0999709150834702] + description: the temperature in Kelvin - name: alpha type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000004407653126, 3.0999934325668583] + description: the polarizability of a medium or molecule - name: c type: continuous train_range: [1.0000338554382324, 2.999988079071045] ood_range: [0.9000079817892116, 3.0999728897468364] + description: the speed of light in vacuum - name: M type: continuous train_range: [1.0000028610229492, 2.9999985694885254] ood_range: [0.9000319394935724, 3.099999755161668] - + description: the magnetization of a material target: name: epsilon type: continuous train_range: [-6566.779296875, 14596.9560546875] - ood_range: - + ood_range: null + description: the electric permittivity of a medium license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.36.38_7_0/metadata.yaml b/llm-srbench/lsrtransform/II.36.38_7_0/metadata.yaml index 736bccf088e2ed220a89c06c29372c0612663536..7216e4d26f4ce645ed1f0dd92539e91d64e4cda5 100644 --- a/llm-srbench/lsrtransform/II.36.38_7_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.36.38_7_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.36.38_7_0 - description: + description: null splits: train: file: train.csv @@ -25,45 +25,52 @@ dataset: type: continuous train_range: [0.1887260377407074, 11.236462593078612] ood_range: [-0.3614755289733438, 11.750380986674328] + description: the resultant value of the function - name: mom type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000131805897936, 3.099997960355091] + description: the momentum of an object or particle - name: H type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000003547377913, 3.0999924122330142] + description: the magnetic field strength - name: kb type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000103623196737, 3.099997454608167] + description: the Boltzmann constant - name: T type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000007296903216, 3.099988726165925] + description: the temperature in Kelvin - name: alpha type: continuous train_range: [1.000043869018555, 2.999974250793457] ood_range: [0.9000046187408696, 3.099998547274182] + description: the polarizability of a medium or molecule - name: epsilon type: continuous train_range: [1.0000056028366089, 2.999988079071045] ood_range: [0.9000086833693385, 3.09999041079664] + description: the electric permittivity of a medium - name: c type: continuous train_range: [1.0000028610229492, 2.9999985694885254] ood_range: [0.900006460468478, 3.099995853172736] - + description: the speed of light in vacuum target: name: M type: continuous train_range: [-1250.6907958984375, 42.764198303222656] - ood_range: - + ood_range: null + description: the magnetization of a material license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.37.1_0_0/metadata.yaml b/llm-srbench/lsrtransform/II.37.1_0_0/metadata.yaml index a94911fbe1355ceb501cf1db49eb0c3967602582..8e47450872cf9ed79c9c8acf1a79e49d6b021d0c 100644 --- a/llm-srbench/lsrtransform/II.37.1_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.37.1_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.37.1_0_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [3.2260167598724365, 132.4822998046875] ood_range: [-3.207982930832254, 138.4374239455776] + description: the nth energy level - name: B type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000037429600978, 5.199925994065884] + description: the magnetic field strength - name: chi type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000177864614004, 5.199998530792675] - + description: the magnetic susceptibility target: name: mom type: continuous train_range: [0.1111445426940918, 63.042964935302734] - ood_range: - + ood_range: null + description: the magnetic moment license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.37.1_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.37.1_1_0/metadata.yaml index 31ba3c0c93b28ed18052b864c01f767fa0f45fbd..3f4c0a48b37aa1f9c8f7b6b63489f60058719798 100644 --- a/llm-srbench/lsrtransform/II.37.1_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.37.1_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.37.1_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [3.2260167598724365, 132.4822998046875] ood_range: [-3.2083198582032293, 138.43778187212234] + description: the nth energy level - name: mom type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000555435119695, 5.199992081689857] + description: the magnetic moment - name: chi type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000186736884591, 5.19998733440262] - + description: the magnetic susceptibility target: name: B type: continuous train_range: [0.1111445426940918, 63.042964935302734] - ood_range: - + ood_range: null + description: the magnetic field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.37.1_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.37.1_2_0/metadata.yaml index 1080bd4cc6aec49896473cf55599dbafe273f33b..780a60e4c2337a54f407b83bf2ecf7cbb329f5f5 100644 --- a/llm-srbench/lsrtransform/II.37.1_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.37.1_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.37.1_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [3.2260167598724365, 132.4822998046875] ood_range: [-3.20827788217524, 138.43830471217697] + description: the nth energy level - name: mom type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000030688842298, 5.199973382019078] + description: the magnetic moment - name: B type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000195416747803, 5.199999329805853] - + description: the magnetic field strength target: name: chi type: continuous train_range: [-0.8658416271209716, 122.0267333984375] - ood_range: - + ood_range: null + description: the magnetic susceptibility license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15a_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.6.15a_1_0/metadata.yaml index 7d7870485e1da67d82f26ebb0459001ae9086ab5..cce9836c197f73ea4d559699af87994cde4dee46 100644 --- a/llm-srbench/lsrtransform/II.6.15a_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15a_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15a_1_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0012133240234106, 3.654339075088501] ood_range: [-0.1812064579521627, 3.8324310922181697] + description: the electric field strength at a point - name: epsilon type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000210473874791, 3.099999889410295] + description: the electric constant (permittivity of free space) - name: r type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.900000813206545, 3.0999838409374814] + description: the distance from the dipole to the point where the field is being measured - name: x type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000050378272193, 3.09999030105863] + description: the x-coordinate of the point where the field is being measured - name: y type: continuous train_range: [1.0000300407409668, 2.9999985694885254] ood_range: [0.9000210445277462, 3.0999845772228865] + description: the y-coordinate of the point where the field is being measured - name: z type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000151218335054, 3.099992586628056] - + description: the z-coordinate of the point where the field is being measured target: name: p_d type: continuous train_range: [0.0019468886312097, 4372.85302734375] - ood_range: - + ood_range: null + description: the electric dipole moment license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15a_2_0/metadata.yaml b/llm-srbench/lsrtransform/II.6.15a_2_0/metadata.yaml index c9cc0bc5a9cca7501136d63f6262586c371de59f..6dd0dc84c271a2f89c281e9889b0fca11f58ed78 100644 --- a/llm-srbench/lsrtransform/II.6.15a_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15a_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15a_2_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0012239022180438, 3.6542835235595694] ood_range: [4.977033431274869e-06, 3.832420513479264] + description: the electric field strength at a point - name: epsilon type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000114594032789, 3.0999957412388324] + description: the electric constant (permittivity of free space) - name: p_d type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000117893501379, 3.0999844703384127] + description: the electric dipole moment - name: x type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000054659633345, 3.0999949804327707] + description: the x-coordinate of the point where the field is being measured - name: y type: continuous train_range: [1.0000300407409668, 2.9999985694885254] ood_range: [0.9000006684955598, 3.0999887019652665] + description: the y-coordinate of the point where the field is being measured - name: z type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000003124736848, 3.099991704493423] - + description: the z-coordinate of the point where the field is being measured target: name: r type: continuous train_range: [0.5434768795967102, 4.864884853363037] - ood_range: - + ood_range: null + description: the distance from the dipole to the point where the field is being measured license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15a_3_1/metadata.yaml b/llm-srbench/lsrtransform/II.6.15a_3_1/metadata.yaml index 7589171c0cc015911cd61f28fa3f025059d31c9b..aca75efef0db6e53dc0b8bd991f6f2b21333105f 100644 --- a/llm-srbench/lsrtransform/II.6.15a_3_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15a_3_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15a_3_1 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0034275520592927, 3.654339075088501] ood_range: [-0.1788924097090565, 3.832322805958976] + description: the electric field strength at a point - name: epsilon type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000022437479088, 3.099995658431327] + description: the electric constant (permittivity of free space) - name: p_d type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000032482841028, 3.099993119829761] + description: the electric dipole moment - name: r type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000244889197332, 3.09998104509798] + description: the distance from the dipole to the point where the field is being measured - name: y type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000023547298891, 3.099992582755963] + description: the y-coordinate of the point where the field is being measured - name: z type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000149285605159, 3.099998262196738] - + description: the z-coordinate of the point where the field is being measured target: name: x type: continuous train_range: [0.0703790932893753, 6771.70751953125] - ood_range: - + ood_range: null + description: the x-coordinate of the point where the field is being measured license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15a_4_1/metadata.yaml b/llm-srbench/lsrtransform/II.6.15a_4_1/metadata.yaml index 50a533d3a8f6f96528b3f3427d72b5a5fca31c50..7a9ab52d08391c2316c74d80609586ee3573f81a 100644 --- a/llm-srbench/lsrtransform/II.6.15a_4_1/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15a_4_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15a_4_1 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0034275520592927, 3.654339075088501] ood_range: [-0.1788765595488018, 3.832323140101043] + description: the electric field strength at a point - name: epsilon type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000062696900308, 3.09999810938009] + description: the electric constant (permittivity of free space) - name: p_d type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000023040079472, 3.0999913733533164] + description: the electric dipole moment - name: r type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000058246541957, 3.099996409594077] + description: the distance from the dipole to the point where the field is being measured - name: x type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000014544645116, 3.0999993047274867] + description: the x-coordinate of the point where the field is being measured - name: z type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.900005866912981, 3.099999770846272] - + description: the z-coordinate of the point where the field is being measured target: name: y type: continuous train_range: [0.0703790932893753, 6771.70751953125] - ood_range: - + ood_range: null + description: the y-coordinate of the point where the field is being measured license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15a_5_0/metadata.yaml b/llm-srbench/lsrtransform/II.6.15a_5_0/metadata.yaml index 30eaed2d711d1f8fc787dd3c3d9ac59373e3c929..45b694e7b682be497b76c31dafbc601e615a7422 100644 --- a/llm-srbench/lsrtransform/II.6.15a_5_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15a_5_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15a_5_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.0012133240234106, 3.654339075088501] ood_range: [-0.1812250947895622, 3.8324118181789166] + description: the electric field strength at a point - name: epsilon type: continuous train_range: [1.00004243850708, 2.9999828338623047] ood_range: [0.9000041435666829, 3.099999170712848] + description: the electric constant (permittivity of free space) - name: p_d type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000050069106764, 3.099994711571733] + description: the electric dipole moment - name: r type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000102100543939, 3.0999807202806364] + description: the distance from the dipole to the point where the field is being measured - name: x type: continuous train_range: [1.00001859664917, 2.9999985694885254] ood_range: [0.9000102023461953, 3.0999937435089997] + description: the x-coordinate of the point where the field is being measured - name: y type: continuous train_range: [1.000043869018555, 2.999975681304932] ood_range: [0.9000013983176866, 3.0999985397518275] - + description: the y-coordinate of the point where the field is being measured target: name: z type: continuous train_range: [0.0030913716182112, 5421.826171875] - ood_range: - + ood_range: null + description: the z-coordinate of the point where the field is being measured license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15b_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.6.15b_1_0/metadata.yaml index 9937e89269d847a056be6cc45fcea12c2a21278b..efaef72757496e58aed070bf1eb04ab2d903f300 100644 --- a/llm-srbench/lsrtransform/II.6.15b_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15b_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15b_1_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [-0.1779660433530807, 0.1037910804152488] ood_range: [-0.1920984305337152, 0.118098209526896] + description: the electric field - name: epsilon type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000059729510286, 3.0999941696131663] + description: the electric constant or permittivity of the medium - name: theta type: continuous train_range: [1.0000261068344116, 2.999955892562866] ood_range: [0.9000084345850397, 3.099992530569323] + description: the angle between the dipole axis and the position vector - name: r type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000039205432574, 3.0999993706915574] - + description: the distance from the dipole to the point where the electric field is being measured target: name: p_d type: continuous train_range: [-3467218.25, 1196516.625] - ood_range: - + ood_range: null + description: the dipole moment license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.6.15b_3_0/metadata.yaml b/llm-srbench/lsrtransform/II.6.15b_3_0/metadata.yaml index 86a5ee7ded89007a5b8e718679753968c421e02f..43c0b1bf0c8a123ce45abb6bac49cbe3c64594ed 100644 --- a/llm-srbench/lsrtransform/II.6.15b_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.6.15b_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.6.15b_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [-0.1779660433530807, 0.1037777513265609] ood_range: [-0.192099761251038, 0.1180999551358783] + description: the electric field - name: epsilon type: continuous train_range: [1.0000343322753906, 2.999943971633911] ood_range: [0.9000197146408596, 3.099988167762132] + description: the electric constant or permittivity of the medium - name: p_d type: continuous train_range: [1.0000535249710083, 2.999955892562866] ood_range: [0.9000140648511183, 3.099978106282216] + description: the dipole moment - name: theta type: continuous train_range: [1.0000076293945312, 2.999992847442627] ood_range: [0.900007196217845, 3.099990471726084] - + description: the angle between the dipole axis and the position vector target: name: r type: continuous train_range: [0.0216582603752613, 20.371814727783203] - ood_range: - + ood_range: null + description: the distance from the dipole to the point where the electric field is being measured license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/II.8.31_1_0/metadata.yaml b/llm-srbench/lsrtransform/II.8.31_1_0/metadata.yaml index e915c79e553c78a7d1b415ab782557a4a30b691e..01d3dbec0c085d2e2baf552d0f17803c06192aeb 100644 --- a/llm-srbench/lsrtransform/II.8.31_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/II.8.31_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__II.8.31_1_0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.5683904290199279, 60.38698196411133] ood_range: [1.211646857068871e-06, 63.391519787197225] + description: the energy density - name: epsilon type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000313236682314, 5.199999559341725] - + description: the electric permittivity target: name: Ef type: continuous train_range: [-10.88381290435791, -0.478461354970932] - ood_range: - + ood_range: null + description: the electric field strength license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.10.19_1_1/metadata.yaml b/llm-srbench/lsrtransform/III.10.19_1_1/metadata.yaml index 9c7826bebc47245433eb1eb5b3b1217c4f321db3..f73f5d2c7f32a0b41700b12b703a026817dd3712 100644 --- a/llm-srbench/lsrtransform/III.10.19_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/III.10.19_1_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.10.19_1_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [3.4053230285644527, 41.0571517944336] ood_range: [1.5264779851064367, 42.98434402993546] + description: the energy of a particle in a magnetic field - name: mom type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000017866663307, 5.199999041757381] + description: the magnetic moment of the particle - name: By type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000479845432517, 5.19999013742301] + description: the y-component of the magnetic field - name: Bz type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000685736321491, 5.199988654893053] - + description: the z-component of the magnetic field target: name: Bx type: continuous train_range: [0.0400800555944442, 40.04063415527344] - ood_range: - + ood_range: null + description: the x-component of the magnetic field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.10.19_2_1/metadata.yaml b/llm-srbench/lsrtransform/III.10.19_2_1/metadata.yaml index 7064dcdf0c243283e4b595d456c2d8dfe7c77d81..9abbb6bb654b531d37d900fabab3cb311993d613 100644 --- a/llm-srbench/lsrtransform/III.10.19_2_1/metadata.yaml +++ b/llm-srbench/lsrtransform/III.10.19_2_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.10.19_2_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [3.4053230285644527, 41.0571517944336] ood_range: [1.5272173053635385, 42.98445378056123] + description: the energy of a particle in a magnetic field - name: mom type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000049976713441, 5.199918766641341] + description: the magnetic moment of the particle - name: Bx type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000217902744144, 5.199886436742821] + description: the x-component of the magnetic field - name: Bz type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000006157063575, 5.199984301830538] - + description: the z-component of the magnetic field target: name: By type: continuous train_range: [0.0400800555944442, 40.04063415527344] - ood_range: - + ood_range: null + description: the y-component of the magnetic field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.10.19_3_1/metadata.yaml b/llm-srbench/lsrtransform/III.10.19_3_1/metadata.yaml index 7163666bb646803150845e7a806eb0d9970715c2..d42e988b9fdab1371931a58de0d73f674d9502e8 100644 --- a/llm-srbench/lsrtransform/III.10.19_3_1/metadata.yaml +++ b/llm-srbench/lsrtransform/III.10.19_3_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.10.19_3_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [3.4053230285644527, 41.0571517944336] ood_range: [1.5256262682373256, 42.98445379273293] + description: the energy of a particle in a magnetic field - name: mom type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000104186868492, 5.199985769073523] + description: the magnetic moment of the particle - name: Bx type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000117202001852, 5.199919879605758] + description: the x-component of the magnetic field - name: By type: continuous train_range: [1.0000152587890625, 4.999882698059082] ood_range: [0.8000105453087465, 5.199974292049235] - + description: the y-component of the magnetic field target: name: Bz type: continuous train_range: [0.0400800555944442, 40.04063415527344] - ood_range: - + ood_range: null + description: the z-component of the magnetic field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.12.43_0_0/metadata.yaml b/llm-srbench/lsrtransform/III.12.43_0_0/metadata.yaml index 8e0263848fd6dd5e28d36b64153631e8a91cd620..f3fb00726a01b3a6de64ad075401766cfcf8322b 100644 --- a/llm-srbench/lsrtransform/III.12.43_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.12.43_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.12.43_0_0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.1821427643299102, 3.846324443817138] ood_range: [-0.0013937654563953, 4.033389418062771] + description: the angular momentum of an object - name: h type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.800017218911829, 5.199996823198662] - + description: the Planck constant target: name: n type: continuous train_range: [0.235770583152771, 23.717348098754883] - ood_range: - + ood_range: null + description: a quantum number representing the energy level license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.13.18_0_0/metadata.yaml b/llm-srbench/lsrtransform/III.13.18_0_0/metadata.yaml index 9e85ff9ae739a4ce18696dbf56855ae01a79911a..ceb42c5e4ed9e0fa068f86586cd230f12342fdfe 100644 --- a/llm-srbench/lsrtransform/III.13.18_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.13.18_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.13.18_0_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [6.237192153930664, 5492.65283203125] ood_range: [-267.9372355894821, 5764.085402851218] + description: the velocity of a particle or wave - name: d type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000002347483175, 5.199959549408432] + description: the distance between particles or the diameter of a nanoparticle - name: k type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000059279131503, 5.199958372094166] + description: "s constant, relating energy to temperature\"\n " - name: h type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000039361491778, 5.199958175702187] - + description: '' target: name: E_n type: continuous train_range: [0.0061695575714111, 1493.6231689453125] - ood_range: - + ood_range: null + description: the nth energy level of a quantum system license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.13.18_1_1/metadata.yaml b/llm-srbench/lsrtransform/III.13.18_1_1/metadata.yaml index 4696535189a058916b1a69dc958931431088bff2..c6dfeadfd73f37607a98d7810b46fb95586a5d6f 100644 --- a/llm-srbench/lsrtransform/III.13.18_1_1/metadata.yaml +++ b/llm-srbench/lsrtransform/III.13.18_1_1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.13.18_1_1 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [6.237192153930664, 5492.65283203125] ood_range: [0.0132418947164296, 5764.178998301743] + description: the velocity of a particle or wave - name: E_n type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000129090760563, 5.199983933343807] + description: the nth energy level of a quantum system - name: k type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000025886948019, 5.199930839155145] + description: "s constant, relating energy to temperature\"\n " - name: h type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000180520247971, 5.199996492974638] - + description: '' target: name: d type: continuous train_range: [0.1754127144813537, 39.48799896240234] - ood_range: - + ood_range: null + description: the distance between particles or the diameter of a nanoparticle license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.15.12_0_0/metadata.yaml b/llm-srbench/lsrtransform/III.15.12_0_0/metadata.yaml index 4dfe4177c99ab007b467b2f67e642e64f5c94b54..190467ef99b3f222bde5b2d86259207c39cca5d1 100644 --- a/llm-srbench/lsrtransform/III.15.12_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.15.12_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.15.12_0_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.0001106378331314, 19.8156852722168] ood_range: [-0.9898729259086092, 20.78998031017764] + description: the n-th energy level - name: k type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000642229107666, 5.199986388885561] + description: the wave number - name: d type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000094411597969, 5.199986255602114] - + description: the distance between potential energy wells target: name: U type: continuous train_range: [2.857440267689526e-05, 488768000.0] - ood_range: - + ood_range: null + description: the characteristic potential energy license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.15.14_1_0/metadata.yaml b/llm-srbench/lsrtransform/III.15.14_1_0/metadata.yaml index 1c671b63b724f03f769d4c3dd39336ba61125d6c..dde3613864bd2a4bb95c8f094a4ac2e1bd62e3b3 100644 --- a/llm-srbench/lsrtransform/III.15.14_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.15.14_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.15.14_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.0001349846570519, 0.1684025377035141] ood_range: [-0.0082575229597484, 0.1763916079330615] + description: the mass of a particle in a quantum mechanical system - name: h type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000064581175974, 5.199991091831347] + description: the Planck constant - name: d type: continuous train_range: [1.0000522136688232, 4.999896049499512] ood_range: [0.8000147417708429, 5.199982820360436] - + description: the width or distance between the boundaries of the quantum well target: name: E_n type: continuous train_range: [0.0034000589512288, 664.4973754882812] - ood_range: - + ood_range: null + description: the nth energy level of the system license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.15.27_1_0/metadata.yaml b/llm-srbench/lsrtransform/III.15.27_1_0/metadata.yaml index 0a8a725a51b92247c306a9a7724ab00cd748bcb0..94d25afeecdda0906e6cc30348af1f70d4902a5b 100644 --- a/llm-srbench/lsrtransform/III.15.27_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.15.27_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.15.27_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.3088829219341278, 26.021636962890625] ood_range: [-0.975549865149741, 27.284436385440223] + description: the spring constant or a proportionality constant - name: alpha type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000017240993041, 5.19996457596072] + description: a material-dependent constant or a dimensionless parameter - name: d type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000717093067595, 5.199999609924245] - + description: the diameter or a characteristic length target: name: n type: continuous train_range: [0.0530555434525012, 78.35617065429686] - ood_range: - + ood_range: null + description: the number of turns or a dimensionless quantity license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.15.27_2_0/metadata.yaml b/llm-srbench/lsrtransform/III.15.27_2_0/metadata.yaml index 9bad14a7455bea31842b917228b0321abcb190fa..6dead023d89a579a94ace539aab62677266b6657 100644 --- a/llm-srbench/lsrtransform/III.15.27_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.15.27_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.15.27_2_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.3088829219341278, 26.021636962890625] ood_range: [-0.9754427910568376, 27.284408121986395] + description: the spring constant or a proportionality constant - name: alpha type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000054853457068, 5.199919293636948] + description: a material-dependent constant or a dimensionless parameter - name: n type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000407421468692, 5.199981306467249] - + description: the number of turns or a dimensionless quantity target: name: d type: continuous train_range: [0.0530555434525012, 78.35617065429686] - ood_range: - + ood_range: null + description: the diameter or a characteristic length license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.17.37_0_0/metadata.yaml b/llm-srbench/lsrtransform/III.17.37_0_0/metadata.yaml index a598e6234bc05b450f92d0b43ed335ba76236161..f267b4345a2b2fcb97e34cd55c4f304c95fd9e20 100644 --- a/llm-srbench/lsrtransform/III.17.37_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.17.37_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.17.37_0_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-17.9936466217041, 18.00723648071289] ood_range: [-19.799967314223576, 19.79993717496053] + description: the resultant value of the function - name: alpha type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000185229832687, 5.199997840622872] + description: a coefficient modifying the cosine term - name: theta type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000136143493256, 5.199988558314892] - + description: the angle in radians target: name: beta type: continuous train_range: [-1069428.875, 190192.234375] - ood_range: - + ood_range: null + description: a scaling factor license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.17.37_1_0/metadata.yaml b/llm-srbench/lsrtransform/III.17.37_1_0/metadata.yaml index 75b6925984716e9c0d9dd94765fb340024c49ecf..a69457185cc16ee5a4f8e6cba388c9e68861e899 100644 --- a/llm-srbench/lsrtransform/III.17.37_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.17.37_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.17.37_1_0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-17.9936466217041, 18.00723648071289] ood_range: [-19.799812028221428, 19.7996259735677] + description: the resultant value of the function - name: beta type: continuous train_range: [1.0000685453414917, 4.9999399185180655] ood_range: [0.8000315982881689, 5.199988988487331] + description: a scaling factor - name: theta type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000045264932438, 5.199988994138577] - + description: the angle in radians target: name: alpha type: continuous train_range: [-138224.71875, 84729.546875] - ood_range: - + ood_range: null + description: a coefficient modifying the cosine term license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.19.51_1_0/metadata.yaml b/llm-srbench/lsrtransform/III.19.51_1_0/metadata.yaml index 40b67376c23def40fef44f28e1be63ba1cb9dfad..fa5c056521a6cf653430e822a233ca9a977eac31 100644 --- a/llm-srbench/lsrtransform/III.19.51_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.19.51_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.19.51_1_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [-45.25090789794922, -0.0020061540417373] ood_range: [-47.5647541520433, -4.966423302401896e-05] + description: the energy of the nth energy level - name: m type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000247708570695, 5.1999963610447] + description: the mass of the electron - name: h type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000134834453502, 5.199990117025417] + description: the Planck constant - name: n type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000114298265817, 5.199985995500212] + description: the principal quantum number - name: epsilon type: continuous train_range: [1.0000371932983398, 4.9999871253967285] ood_range: [0.8000177097921461, 5.199994999190504] - + description: the electric constant (permittivity of free space) target: name: q type: continuous train_range: [-44.626514434814446, -0.5722965598106384] - ood_range: - + ood_range: null + description: the elementary charge license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.19.51_3_0/metadata.yaml b/llm-srbench/lsrtransform/III.19.51_3_0/metadata.yaml index 0c12d0908d5b83ddffc5133e6044348369023ee8..7bd2284c138503700bf9bca0b90fac4211972748 100644 --- a/llm-srbench/lsrtransform/III.19.51_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.19.51_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.19.51_3_0 - description: + description: null splits: train: file: train.csv @@ -25,33 +25,37 @@ dataset: type: continuous train_range: [-45.25090789794922, -0.0013186541618779] ood_range: [-47.56451360330535, -0.0001056305688121] + description: the energy of the nth energy level - name: m type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000294983360339, 5.199975396040859] + description: the mass of the electron - name: q type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000003216753435, 5.199998011545266] + description: the elementary charge - name: h type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.800002619687605, 5.199938378794418] + description: the Planck constant - name: epsilon type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000043283210809, 5.19999756420952] - + description: the electric constant (permittivity of free space) target: name: n type: continuous train_range: [-47.85678863525391, -0.0029491251334547] - ood_range: - + ood_range: null + description: the principal quantum number license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.21.20_2_0/metadata.yaml b/llm-srbench/lsrtransform/III.21.20_2_0/metadata.yaml index 5dbc4c4791f688f9db88c82e32090a8cc28fbf25..50f234c3135ec1ee08740136af82a7f9f43d851a 100644 --- a/llm-srbench/lsrtransform/III.21.20_2_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.21.20_2_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.21.20_2_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [-87.5830078125, -0.435838371515274] ood_range: [-91.95777818033706, 3.9217851963430688] + description: the current density - name: rho_c_0 type: continuous train_range: [1.0000685453414917, 4.9999399185180655] ood_range: [0.800023972700422, 5.199984748618208] + description: the charge carrier density - name: q type: continuous train_range: [1.0000522136688232, 4.999896049499512] ood_range: [0.800061686976055, 5.199979456781271] + description: the elementary charge - name: m type: continuous train_range: [1.000043869018555, 4.999986171722412] ood_range: [0.8000110620874996, 5.199997054339631] - + description: the mass of a charge carrier target: name: A_vec type: continuous train_range: [0.029891800135374, 335.6607666015625] - ood_range: - + ood_range: null + description: the vector potential license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.21.20_3_0/metadata.yaml b/llm-srbench/lsrtransform/III.21.20_3_0/metadata.yaml index 821c792d15137ccb19fb360d9171f9e4afdf8f12..fc5ceb5635e32f31b3301151f223a1d3422a4127 100644 --- a/llm-srbench/lsrtransform/III.21.20_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.21.20_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.21.20_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [-87.5830078125, -0.435838371515274] ood_range: [-91.95805196922564, 3.922131159470932] + description: the current density - name: rho_c_0 type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000273610025845, 5.1999961743792245] + description: the charge carrier density - name: q type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000258140768133, 5.199940384961551] + description: the elementary charge - name: A_vec type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000092755868757, 5.199926825494688] - + description: the vector potential target: name: m type: continuous train_range: [0.0157190673053264, 166.39370727539062] - ood_range: - + ood_range: null + description: the mass of a charge carrier license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.4.33_3_0/metadata.yaml b/llm-srbench/lsrtransform/III.4.33_3_0/metadata.yaml index 03572e0384790bc8bad12dcc253e6ba6053a2569..06c41a0b226fd50e57895fc180cc589cccfa85af 100644 --- a/llm-srbench/lsrtransform/III.4.33_3_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.4.33_3_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.4.33_3_0 - description: + description: null splits: train: file: train.csv @@ -25,29 +25,32 @@ dataset: type: continuous train_range: [0.3271674513816833, 23.89778518676757] ood_range: [-0.851533277386956, 25.078639341108484] + description: the energy of the nth mode of a quantum harmonic oscillator - name: h type: continuous train_range: [1.0000685453414917, 4.999965667724609] ood_range: [0.8000052966268656, 5.199998702123859] + description: the Planck constant - name: omega type: continuous train_range: [1.0000522136688232, 4.999911785125732] ood_range: [0.8000037031612827, 5.199990703094409] + description: the angular frequency of the oscillator - name: kb type: continuous train_range: [1.0000152587890625, 4.999986171722412] ood_range: [0.8000032491059537, 5.199925121641533] - + description: the Boltzmann constant target: name: T type: continuous train_range: [0.1098192855715751, 24.70158576965332] - ood_range: - + ood_range: null + description: the temperature of the system license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.9.52_0_0/metadata.yaml b/llm-srbench/lsrtransform/III.9.52_0_0/metadata.yaml index 3e806e1ca5c867b33cfdb074814c6764d1fe10f8..9f4443aa25a55953707ac0c17e30c2faf7ef6ab8 100644 --- a/llm-srbench/lsrtransform/III.9.52_0_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.9.52_0_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.9.52_0_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.000684113940224, 109.68968200683594] ood_range: [-5.498929974194796, 115.49973464026938] + description: the transition probability of an atomic system - name: Ef type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000081756416862, 3.099994342834263] + description: the amplitude of the external electric field - name: t type: continuous train_range: [1.000031590461731, 2.999955892562866] ood_range: [0.9000028732995169, 3.0999686519605767] + description: the interaction time between the atomic system and the external field - name: h type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000021443648486, 3.0999870133821883] + description: the Planck constant - name: omega type: continuous train_range: [1.0000371932983398, 4.9999871253967285] ood_range: [0.8000039485161919, 5.199985349881001] + description: the frequency of the external field - name: omega_0 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000678423903518, 5.199974789670548] - + description: the resonant frequency of the atomic transition target: name: p_d type: continuous train_range: [0.0001072313825716, 6120004608.0] - ood_range: - + ood_range: null + description: the dipole moment of the transition license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/lsrtransform/III.9.52_1_0/metadata.yaml b/llm-srbench/lsrtransform/III.9.52_1_0/metadata.yaml index 95f26d519b3e6489cf9e942e09f54b1b8c0a44cc..16b9d4f4a1a78749fcd952bbe1d84502058ba32a 100644 --- a/llm-srbench/lsrtransform/III.9.52_1_0/metadata.yaml +++ b/llm-srbench/lsrtransform/III.9.52_1_0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__lsrtransform__III.9.52_1_0 - description: + description: null splits: train: file: train.csv @@ -25,37 +25,42 @@ dataset: type: continuous train_range: [0.000684113940224, 109.68968200683594] ood_range: [-5.499065798747675, 115.49960781184612] + description: the transition probability of an atomic system - name: p_d type: continuous train_range: [1.0000343322753906, 2.9999828338623047] ood_range: [0.9000065966553422, 3.0999988099593203] + description: the dipole moment of the transition - name: t type: continuous train_range: [1.0000261068344116, 2.999948024749756] ood_range: [0.9000128014311097, 3.099997067095696] + description: the interaction time between the atomic system and the external field - name: h type: continuous train_range: [1.0000076293945312, 2.999993085861206] ood_range: [0.9000027809026074, 3.099993043983609] + description: the Planck constant - name: omega type: continuous train_range: [1.0000371932983398, 4.999997138977051] ood_range: [0.8000253299020089, 5.199997745281962] + description: the frequency of the external field - name: omega_0 type: continuous train_range: [1.0000877380371094, 4.999951362609863] ood_range: [0.8000303824411518, 5.199995635500242] - + description: the resonant frequency of the atomic transition target: name: Ef type: continuous train_range: [0.0001072313825716, 6120004608.0] - ood_range: - + ood_range: null + description: the amplitude of the external electric field license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci0/metadata.yaml b/llm-srbench/matsci/MatSci0/metadata.yaml index dc52a0b7ad02667358b587e721efee60fb3bbfb2..12ece08c21ea6399e06d3734d1c01e99bf9d48d3 100644 --- a/llm-srbench/matsci/MatSci0/metadata.yaml +++ b/llm-srbench/matsci/MatSci0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci0 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-4.294404983520508, 333.40875244140625] ood_range: [333.5270690917969, 393.6878051757813] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci1/metadata.yaml b/llm-srbench/matsci/MatSci1/metadata.yaml index f99b327b63f664c787bc2e4c289872a945aa71e4..9be2d30090a40e36690951e60e21b2d57616bde8 100644 --- a/llm-srbench/matsci/MatSci1/metadata.yaml +++ b/llm-srbench/matsci/MatSci1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci1 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 49.44459915161133] ood_range: [45.51563262939453, 51.431350708007805] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci10/metadata.yaml b/llm-srbench/matsci/MatSci10/metadata.yaml index 93b4f52870aa0cd16ce7908a4ed2f99366f29a8d..7db4fc4f45c868f4a572d63efba048f027a97de8 100644 --- a/llm-srbench/matsci/MatSci10/metadata.yaml +++ b/llm-srbench/matsci/MatSci10/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci10 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 33610.63671875] ood_range: [33636.7890625, 48444.1875] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci11/metadata.yaml b/llm-srbench/matsci/MatSci11/metadata.yaml index 830514cf25c1e94296320f208c552a90e76f5769..b9de1a7752e820dbfb342ded6a8ca14158296ba1 100644 --- a/llm-srbench/matsci/MatSci11/metadata.yaml +++ b/llm-srbench/matsci/MatSci11/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci11 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 284.1597595214844] ood_range: [284.39617919921875, 424.86920166015625] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci12/metadata.yaml b/llm-srbench/matsci/MatSci12/metadata.yaml index f5b66329e95a35e35ed15414eb7f8c0870f8737c..a9b69920fda5217579927df914bc900fff9c9cb5 100644 --- a/llm-srbench/matsci/MatSci12/metadata.yaml +++ b/llm-srbench/matsci/MatSci12/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci12 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5398679971694946] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9339599609375] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 54.14102935791016] ood_range: [49.843215942382805, 52.27132415771485] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci13/metadata.yaml b/llm-srbench/matsci/MatSci13/metadata.yaml index cd9d8b58af34964e41d400d0d34eccf14347a9a7..f86b44a3243b2fc24b9d09e55f87005c6bd30db0 100644 --- a/llm-srbench/matsci/MatSci13/metadata.yaml +++ b/llm-srbench/matsci/MatSci13/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci13 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-148.38697814941406, 15.142996788024902] ood_range: [-166.56100463867188, -148.42332458496094] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci14/metadata.yaml b/llm-srbench/matsci/MatSci14/metadata.yaml index f4195c4cd9ecb4334e7434d8f95195fb3d078405..b4a0d295af98245f1d9edf894c7af6156675b5b3 100644 --- a/llm-srbench/matsci/MatSci14/metadata.yaml +++ b/llm-srbench/matsci/MatSci14/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci14 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5398679971694946] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9339599609375] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-0.2960639297962188, 92.89824676513672] ood_range: [93.01153564453124, 123.11785888671876] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci16/metadata.yaml b/llm-srbench/matsci/MatSci16/metadata.yaml index 3060d138bc8b109e748f39bbddb6f781cdb778d8..a4eddbaad1cc3d238dd7e3b93c1296e24817e394 100644 --- a/llm-srbench/matsci/MatSci16/metadata.yaml +++ b/llm-srbench/matsci/MatSci16/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci16 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-606.1895141601562, 10.61491584777832] ood_range: [-771.0210571289062, -606.4996948242188] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci18/metadata.yaml b/llm-srbench/matsci/MatSci18/metadata.yaml index c96c70ac8f2168fed58d41dac1a4bfebb5915f99..f60d34aec991fd943072c947bc68a60835e238fa 100644 --- a/llm-srbench/matsci/MatSci18/metadata.yaml +++ b/llm-srbench/matsci/MatSci18/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci18 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 136466.375] ood_range: [136578.296875, 200330.25] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci19/metadata.yaml b/llm-srbench/matsci/MatSci19/metadata.yaml index a8075f856c081117acbfb5f7f36190679ebe5302..1044f11202266cd10754c5d991b998e12e70d3c4 100644 --- a/llm-srbench/matsci/MatSci19/metadata.yaml +++ b/llm-srbench/matsci/MatSci19/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci19 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [3.9733850955963135, 527.8994140625] ood_range: [528.1588745117188, 664.0452270507812] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci2/metadata.yaml b/llm-srbench/matsci/MatSci2/metadata.yaml index 4ab5cf8465f64f564d6e5c80348f4b8d41558c06..912f3abc1dcae5c88359aa17569aa732918fe7f7 100644 --- a/llm-srbench/matsci/MatSci2/metadata.yaml +++ b/llm-srbench/matsci/MatSci2/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci2 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-112.0376205444336, 1186.7498779296875] ood_range: [1186.8863525390625, 1249.0421142578125] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci20/metadata.yaml b/llm-srbench/matsci/MatSci20/metadata.yaml index 7ce38387c704fc6f7533be149842cebd5e853f33..c0c37537f7a47670efec3a7549a9e446c4518192 100644 --- a/llm-srbench/matsci/MatSci20/metadata.yaml +++ b/llm-srbench/matsci/MatSci20/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci20 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0001200240076286, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0599975585937, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-0.0632206350564956, 391.18988037109375] ood_range: [391.35757446289057, 478.7127075195313] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci21/metadata.yaml b/llm-srbench/matsci/MatSci21/metadata.yaml index 018f8936fe92371f040188fa2230b4382675875e..d02638b15941eed410e4c9f3e81f2c89d3fc267d 100644 --- a/llm-srbench/matsci/MatSci21/metadata.yaml +++ b/llm-srbench/matsci/MatSci21/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci21 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-23.62991714477539, 109.63748931884766] ood_range: [109.78182983398438, 196.1579132080078] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci22/metadata.yaml b/llm-srbench/matsci/MatSci22/metadata.yaml index 80373d7607004ab6858b78b96f1856bb784fa425..b71d45bf18f42f5679189908e43d72eea38cb2cf 100644 --- a/llm-srbench/matsci/MatSci22/metadata.yaml +++ b/llm-srbench/matsci/MatSci22/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci22 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-0.2069860100746154, 24.880186080932617] ood_range: [17.02102279663086, 30.516820907592773] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci23/metadata.yaml b/llm-srbench/matsci/MatSci23/metadata.yaml index 679f187b86f1571802b7d8aa828e4f5b894ad614..55fd7fc253c7651e37b607dce526a5203db2e17a 100644 --- a/llm-srbench/matsci/MatSci23/metadata.yaml +++ b/llm-srbench/matsci/MatSci23/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci23 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [11.55475902557373, 322.99786376953125] ood_range: [323.14166259765625, 398.3518676757813] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci24/metadata.yaml b/llm-srbench/matsci/MatSci24/metadata.yaml index e4d78d44dfb68a39c1f72aa6d7ad95f471636afd..c596c1e4600b73f503cf8fc07a1f893e45a02d6f 100644 --- a/llm-srbench/matsci/MatSci24/metadata.yaml +++ b/llm-srbench/matsci/MatSci24/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci24 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-380.60952758789057, 13.027013778686523] ood_range: [-499.7236328125, -380.829833984375] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci25/metadata.yaml b/llm-srbench/matsci/MatSci25/metadata.yaml index 4baea69d3123f5772e2ea820f5d1d08e946aa4b7..6a207445400d2a158f03cdb71d39eee0e2b8622c 100644 --- a/llm-srbench/matsci/MatSci25/metadata.yaml +++ b/llm-srbench/matsci/MatSci25/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci25 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0002400480152573, 0.5398679971694946] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.1200256347656, 542.9339599609375] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.024449847638607, 46.46358108520508] ood_range: [43.3792839050293, 51.83014678955078] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci28/metadata.yaml b/llm-srbench/matsci/MatSci28/metadata.yaml index 8f893eb2cdc2aa841a6878f04626f927cb484f64..3675f1e8fa6299295f0adafb39e61b0e8b91b108 100644 --- a/llm-srbench/matsci/MatSci28/metadata.yaml +++ b/llm-srbench/matsci/MatSci28/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci28 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5398679971694946] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9339599609375] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-9.04447078704834, 264.0302429199219] ood_range: [264.2792053222656, 328.9898986816406] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci3/metadata.yaml b/llm-srbench/matsci/MatSci3/metadata.yaml index afaf12bc8c4a348ffc1afacaa28a7bc95b945cbd..65bd2041339d72412f7300275a94093dda66b3d4 100644 --- a/llm-srbench/matsci/MatSci3/metadata.yaml +++ b/llm-srbench/matsci/MatSci3/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci3 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 153.27365112304688] ood_range: [153.36790466308594, 209.59599304199216] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci4/metadata.yaml b/llm-srbench/matsci/MatSci4/metadata.yaml index 12953e52cad9376f753dcfd334b8162582cabc28..4f3dd814f5e60506c77000074ae6cb3421544e87 100644 --- a/llm-srbench/matsci/MatSci4/metadata.yaml +++ b/llm-srbench/matsci/MatSci4/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci4 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0001200240076286, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0599975585937, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-4.702040672302246, 246.3928375244141] ood_range: [246.5086212158203, 307.0770874023437] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci5/metadata.yaml b/llm-srbench/matsci/MatSci5/metadata.yaml index 563b5265c18ecac590786c2a883c97a6c260ac04..4786f2ffcedb9cbabedd14d0ee53e9407e7defa7 100644 --- a/llm-srbench/matsci/MatSci5/metadata.yaml +++ b/llm-srbench/matsci/MatSci5/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci5 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-82.4287567138672, 42.39859771728516] ood_range: [-107.34946441650392, -82.47850036621094] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci6/metadata.yaml b/llm-srbench/matsci/MatSci6/metadata.yaml index d9d5889c45accdc690736c04c2dd4968fabb29aa..be666331369583acf9b31883f97111d37daf9e72 100644 --- a/llm-srbench/matsci/MatSci6/metadata.yaml +++ b/llm-srbench/matsci/MatSci6/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci6 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [0.0, 122422.4375] ood_range: [122523.0234375, 179829.375] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci7/metadata.yaml b/llm-srbench/matsci/MatSci7/metadata.yaml index 008f35bdfa49268273f42c267cbf49addaaa5822..d1f48a676f8f708dfe24de0d2aeb7a26d40433da 100644 --- a/llm-srbench/matsci/MatSci7/metadata.yaml +++ b/llm-srbench/matsci/MatSci7/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci7 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-15.688142776489258, 157.5693359375] ood_range: [157.66676330566406, 209.212646484375] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci8/metadata.yaml b/llm-srbench/matsci/MatSci8/metadata.yaml index 208d51eec2ad37e209b6a642587fc58d5ea3fe00..170addefde276d68e2752277f02017b4015ae8ac 100644 --- a/llm-srbench/matsci/MatSci8/metadata.yaml +++ b/llm-srbench/matsci/MatSci8/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci8 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0001200240076286, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0599975585937, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-6.412981986999512, 491.4742431640625] ood_range: [491.7127990722656, 617.679931640625] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/matsci/MatSci9/metadata.yaml b/llm-srbench/matsci/MatSci9/metadata.yaml index 2aa4838090b05fd59691c2c170b950e3100b5fc1..c7dc276c1debe508dbff6d31b9b5d25279dde7db 100644 --- a/llm-srbench/matsci/MatSci9/metadata.yaml +++ b/llm-srbench/matsci/MatSci9/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__matsci__MatSci9 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 0.5399879813194274] ood_range: [0.5401080250740051, 0.6000000238418579] + description: Strain - name: T type: continuous train_range: [273.0, 542.9940185546875] ood_range: [543.0540161132812, 573.0] - + description: Temperature target: name: sigma type: continuous train_range: [-22.74821662902832, 227.72685241699216] ood_range: [227.99794006347656, 390.65579223632807] - + description: Stress license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO0/metadata.yaml b/llm-srbench/phys_osc/PO0/metadata.yaml index 405b504c4f48e820330d72f574212e7113f34fe3..f90d92b7f227e5e625fb4065ee0294abd29c087d 100644 --- a/llm-srbench/phys_osc/PO0/metadata.yaml +++ b/llm-srbench/phys_osc/PO0/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO0 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.288815140724182, 1.274683117866516] ood_range: [-1.2378473281860352, 1.2271875143051147] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.204593062400818, 1.2107086181640625] ood_range: [-1.0543116331100464, 1.0849028825759888] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.021939516067505, 1.941110372543335] ood_range: [-1.701046586036682, 1.7051546573638916] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO1/metadata.yaml b/llm-srbench/phys_osc/PO1/metadata.yaml index 473bdbbdf5dc2006acd9cc542627747ff44d26e0..2808ce9597e496c8172846849d7e9df10de40906 100644 --- a/llm-srbench/phys_osc/PO1/metadata.yaml +++ b/llm-srbench/phys_osc/PO1/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO1 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [-2.1862950325012207, 2.223069190979004] ood_range: [-0.7371268272399902, 0.9878875017166135] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] - + description: Time target: name: dv_dt type: continuous train_range: [-2.420074701309204, 2.3911492824554443] ood_range: [-1.3082520961761477, 1.452786207199097] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO10/metadata.yaml b/llm-srbench/phys_osc/PO10/metadata.yaml index 88075dd4d144d3769460954d49143021a7fef3e3..b655e24498d380951db616475ce8952c526126ef 100644 --- a/llm-srbench/phys_osc/PO10/metadata.yaml +++ b/llm-srbench/phys_osc/PO10/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO10 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [-1.1092615127563477, 1.1369068622589111] ood_range: [-1.0797237157821655, 1.062114119529724] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] - + description: Time target: name: dv_dt type: continuous train_range: [-7.809790611267092, 7.539154052734375] ood_range: [-7.993384361267092, 7.9494380950927725] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO11/metadata.yaml b/llm-srbench/phys_osc/PO11/metadata.yaml index 43b4dc8aabb2cd8345ce79c343fa08f547f36786..2e9e8138898e321648982a3857871e18ec3d3ea5 100644 --- a/llm-srbench/phys_osc/PO11/metadata.yaml +++ b/llm-srbench/phys_osc/PO11/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO11 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.670577049255371, 1.0] ood_range: [-2.2859883301862283e-06, 2.0723859961435664e-06] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.6171815395355225, 0.9782325625419616] ood_range: [-7.785013622196857e-06, 9.042592864716424e-06] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-5.025398254394531, 2.798367500305176] ood_range: [-2.429810047033243e-05, 2.7556465283851136e-05] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO12/metadata.yaml b/llm-srbench/phys_osc/PO12/metadata.yaml index 6a6fd9f9c25b4b5ff8281b1898add3945271205f..408f8fc1c409047d299588ea394490cc3c210cfc 100644 --- a/llm-srbench/phys_osc/PO12/metadata.yaml +++ b/llm-srbench/phys_osc/PO12/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO12 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.198585867881775, 1.0215227603912354] ood_range: [-0.5411428809165953, 0.548399806022644] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.5688481330871582, 1.5406986474990845] ood_range: [-0.6497672200202941, 0.8797563314437866] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.1755034923553467, 2.3913111686706543] ood_range: [-1.3754959106445312, 1.4947125911712646] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO13/metadata.yaml b/llm-srbench/phys_osc/PO13/metadata.yaml index 6df7c6072904d70a569e85073ff2f5539d3bdb07..95681619e5cb5703f5d0c1fd7dfd6ca331d72681 100644 --- a/llm-srbench/phys_osc/PO13/metadata.yaml +++ b/llm-srbench/phys_osc/PO13/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO13 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.6411164999008178, 1.0] ood_range: [-0.1212258860468864, 0.1211981624364852] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.555327296257019, 1.0935909748077393] ood_range: [-0.0606856644153594, 0.1231208890676498] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.166533231735229, 2.350721597671509] ood_range: [-0.1168559417128562, 0.1177523136138916] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO14/metadata.yaml b/llm-srbench/phys_osc/PO14/metadata.yaml index 174523d10b7ea5952a3dfb906137bade9d3bcc2c..06343074e284610167fa4d357ae05d559d4a32b1 100644 --- a/llm-srbench/phys_osc/PO14/metadata.yaml +++ b/llm-srbench/phys_osc/PO14/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO14 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.1135035380721092, 1.3332908153533936] ood_range: [-0.3329637646675109, 0.0709096193313598] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.252709686756134, 0.1577872931957244] ood_range: [-0.23028165102005, 0.1451733708381652] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.1971687376499176, 0.2381624579429626] ood_range: [-0.1433318853378295, 0.2253382056951522] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO15/metadata.yaml b/llm-srbench/phys_osc/PO15/metadata.yaml index da6883094be405d77994ae34ec66a1301d4b5d25..2c33645ba2dfee4454b9f01d01b2df3a0ce3c918 100644 --- a/llm-srbench/phys_osc/PO15/metadata.yaml +++ b/llm-srbench/phys_osc/PO15/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO15 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.1868146657943726, 1.1860688924789429] ood_range: [-1.149312138557434, 1.06530499458313] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-2.3674991130828857, 2.337019443511963] ood_range: [-2.1006758213043213, 2.3185467720031734] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-4.46141529083252, 4.480005741119385] ood_range: [-4.3799028396606445, 4.3962154388427725] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO16/metadata.yaml b/llm-srbench/phys_osc/PO16/metadata.yaml index 507b6553b364112b91df2adcdf6370bd9f28d6fb..31e7c173f4a0f6ce1da0185cb9a6e63593703a4d 100644 --- a/llm-srbench/phys_osc/PO16/metadata.yaml +++ b/llm-srbench/phys_osc/PO16/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO16 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.2531132698059082, 1.2763686180114746] ood_range: [-1.2423583269119265, 0.96465265750885] + description: Position at time t - name: t type: continuous train_range: [0.0160032007843256, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.5932717323303225, 1.7953966856002808] ood_range: [-0.7585620284080505, 1.57138192653656] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-5.5868425369262695, 5.223758220672608] ood_range: [-2.371611833572388, 5.067886352539063] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO17/metadata.yaml b/llm-srbench/phys_osc/PO17/metadata.yaml index b0cc740a22949d93a28d587d28088f66ed516a46..d7db7b0ce6031cecb58e09cdb0d899a70321976b 100644 --- a/llm-srbench/phys_osc/PO17/metadata.yaml +++ b/llm-srbench/phys_osc/PO17/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO17 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.4300128519535064, 1.0] ood_range: [-0.2921080589294433, 0.2852742075920105] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.0630184412002563, 0.5703344941139221] ood_range: [-0.1386936604976654, 0.2989106774330139] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.5071296691894527, 1.320259928703308] ood_range: [-0.2769789397716522, 0.3039578795433044] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO18/metadata.yaml b/llm-srbench/phys_osc/PO18/metadata.yaml index 6903c001e596e1d9d5e07a831aebeef47f7e51bd..e564963124059dc3c6a9c597ca63230a7e1774f1 100644 --- a/llm-srbench/phys_osc/PO18/metadata.yaml +++ b/llm-srbench/phys_osc/PO18/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO18 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.999349057674408, 1.0] ood_range: [-0.9819529056549072, 0.994635224342346] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.1698004007339478, 1.5313369035720823] ood_range: [-1.1644198894500732, 1.5248215198516846] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.928654313087464, 1.928479075431824] ood_range: [-1.9182265996932983, 1.681288719177246] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO19/metadata.yaml b/llm-srbench/phys_osc/PO19/metadata.yaml index b2b080dcad232476baad07379e79ed086b248025..f8b079ffdc6e68ffcf9eea516baae69ac5de1934 100644 --- a/llm-srbench/phys_osc/PO19/metadata.yaml +++ b/llm-srbench/phys_osc/PO19/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO19 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.410684734582901, 1.0] ood_range: [-1.0434689102112316e-05, 1.6713227523723617e-05] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.8600519895553588, 0.4488592445850372] ood_range: [-2.3881411834736355e-05, 1.442924258299172e-05] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.0283058881759644, 0.8879510164260864] ood_range: [-3.849720815196633e-05, 3.153636498609558e-05] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO2/metadata.yaml b/llm-srbench/phys_osc/PO2/metadata.yaml index 2ad55df469769e77559dc89318884422a8640e12..ff3091d0247dca630283cf2a1afba7f3eacaa4a0 100644 --- a/llm-srbench/phys_osc/PO2/metadata.yaml +++ b/llm-srbench/phys_osc/PO2/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO2 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.4595103859901428, 1.0] ood_range: [-2.1229909634712385e-06, 1.728039023873862e-06] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.1410908699035645, 0.5382462739944458] ood_range: [-3.268611635576235e-06, 3.694039833135321e-06] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.9798089265823364, 1.202473521232605] ood_range: [-4.866825292992871e-06, 6.317898169072578e-06] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO20/metadata.yaml b/llm-srbench/phys_osc/PO20/metadata.yaml index bc7710a06f194ed2dd27a08f2d010eef20c14d5e..c0a63c599563725eb47eb7ca20683b24753aa5f5 100644 --- a/llm-srbench/phys_osc/PO20/metadata.yaml +++ b/llm-srbench/phys_osc/PO20/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO20 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.5685765743255615, 0.99988454580307] ood_range: [-2.471827258432313e-07, 3.075655001794076e-07] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.5165301561355593, 0.587692379951477] ood_range: [-6.867008437438927e-07, 1.0572484825388528e-06] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.606544733047485, 2.431224584579468] ood_range: [-2.7330604552844302e-06, 1.3233598110673483e-06] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO21/metadata.yaml b/llm-srbench/phys_osc/PO21/metadata.yaml index 9e39793377429e4bdf0fe4c9460cabfea15432e7..9bcd9b9f0043dcc1570d2dee896353d7f1f07899 100644 --- a/llm-srbench/phys_osc/PO21/metadata.yaml +++ b/llm-srbench/phys_osc/PO21/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO21 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.0, 23.74178695678711] ood_range: [23.74827003479004, 25.865697860717773] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.3023664355278015, 1.6640156507492063] ood_range: [0.0929049178957939, 1.3814769983291626] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.9748692512512208, 0.9703224301338196] ood_range: [-0.6024620532989502, 0.8144726753234863] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO22/metadata.yaml b/llm-srbench/phys_osc/PO22/metadata.yaml index 11ea9799100ee52be35c9acbc444962bd7595ae2..0bb7f1431440ab245909348a11f373dfffe995c9 100644 --- a/llm-srbench/phys_osc/PO22/metadata.yaml +++ b/llm-srbench/phys_osc/PO22/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO22 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [0.120224580168724, 1.0] ood_range: [0.1154662817716598, 0.1202043145895004] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.4673880338668823, 0.0] ood_range: [-0.0012636955361813, -0.0011171587975695] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.1598281860351562, 0.3057419061660766] ood_range: [3.3430893381591886e-05, 4.244404408382252e-05] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO23/metadata.yaml b/llm-srbench/phys_osc/PO23/metadata.yaml index 6fd9ae57df7a388b3a427c8e3b8139cbb39128a5..2d270188a00cbc66814f7353c0de5a82416ae5de 100644 --- a/llm-srbench/phys_osc/PO23/metadata.yaml +++ b/llm-srbench/phys_osc/PO23/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO23 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-416.4462585449218, 1.0] ood_range: [-561.6758422851562, -416.7107238769531] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-33.03726577758789, 0.0] ood_range: [-39.42911911010742, -33.05072021484375] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.6793532371520996, 0.1484650671482086] ood_range: [-1.6852951049804688, -1.5259243249893188] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO24/metadata.yaml b/llm-srbench/phys_osc/PO24/metadata.yaml index a9fd0776400421751e0ec13ce02edcd2d4403d2d..7c1084bd944645b78fdf6d7492389fcd69d06946 100644 --- a/llm-srbench/phys_osc/PO24/metadata.yaml +++ b/llm-srbench/phys_osc/PO24/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO24 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-2.883398056030273, 0.6693575978279113] ood_range: [-2.883066415786743, -1.8545519113540647] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.3670774698257446, 0.4637002050876617] ood_range: [-0.3331382870674133, 0.4637123346328735] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO25/metadata.yaml b/llm-srbench/phys_osc/PO25/metadata.yaml index ce5aba519e2b3237c48ad43258e355c3d1083473..f84c4fc6d0a5550215fad4abe63eebc1844da521 100644 --- a/llm-srbench/phys_osc/PO25/metadata.yaml +++ b/llm-srbench/phys_osc/PO25/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO25 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0080016003921627, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.7307751774787902, 0.8161269426345825] ood_range: [-0.7298831343650817, 0.7186492681503295] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.7504023313522338, 0.7263163328170776] ood_range: [-0.6051912903785704, 0.7259606719017028] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO26/metadata.yaml b/llm-srbench/phys_osc/PO26/metadata.yaml index 690214870486f9ff7eb019c81c7ab9f320c19076..44be8d26b1686adabb467cbff2317d1e416268b0 100644 --- a/llm-srbench/phys_osc/PO26/metadata.yaml +++ b/llm-srbench/phys_osc/PO26/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO26 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.6010868549346923, 0.9999216198921204] ood_range: [-0.5166120529174804, 0.0797202587127685] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.8231354355812072, 0.3223762214183807] ood_range: [-0.354621022939682, 0.3052409887313842] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.4400556087493896, 0.583976149559021] ood_range: [-0.2550743222236633, 0.5252442955970764] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO27/metadata.yaml b/llm-srbench/phys_osc/PO27/metadata.yaml index 68a93ad1e30ca311f59334e172c98ba32ab57545..e6a58007ad14d8b9291c7f27c8814cade4b11182 100644 --- a/llm-srbench/phys_osc/PO27/metadata.yaml +++ b/llm-srbench/phys_osc/PO27/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO27 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.0, 2.172699213027954] ood_range: [1.2109360694885254, 2.0748353004455566] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.4820029139518737, 0.518990933895111] ood_range: [-0.4817389547824859, 0.4799458384513855] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.4898568391799926, 0.4801454246044158] ood_range: [-0.3784382045269012, 0.4796943664550781] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO28/metadata.yaml b/llm-srbench/phys_osc/PO28/metadata.yaml index 5fa5198a6dae3a4eca001e5be4098dd109f80eee..017275b5ab8529095ef1384ba21f24b27408a721 100644 --- a/llm-srbench/phys_osc/PO28/metadata.yaml +++ b/llm-srbench/phys_osc/PO28/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO28 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.3531135916709899, 1.0] ood_range: [-4.894974949820608e-07, 2.754936474502756e-07] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.9563103914260864, 0.5971975922584533] ood_range: [-1.2770193507094518e-06, 9.087730745704903e-07] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-10.314281463623049, 3.33238172531128] ood_range: [-2.3197287646326004e-06, 3.18351931127836e-06] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO29/metadata.yaml b/llm-srbench/phys_osc/PO29/metadata.yaml index 318e9a693a3ec08508f63bb4923130b824551c38..ebb944e79cefa17236a214111876f18fefa03fad 100644 --- a/llm-srbench/phys_osc/PO29/metadata.yaml +++ b/llm-srbench/phys_osc/PO29/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO29 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.728827953338623, 1.0] ood_range: [-0.0002508265606593, 0.0003712432226166] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.3043968677520752, 0.8559100031852722] ood_range: [-0.0005519586266018, 0.0008073867065832] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.9432461261749268, 1.7168117761611938] ood_range: [-0.0011989457998424, 0.0008301619673147] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO3/metadata.yaml b/llm-srbench/phys_osc/PO3/metadata.yaml index 4857e8e3b9e513e6666ca224c7030a3619031f98..bf949b6bc2eb4e9b59cef8a47448f18acd1683b3 100644 --- a/llm-srbench/phys_osc/PO3/metadata.yaml +++ b/llm-srbench/phys_osc/PO3/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO3 - description: + description: null splits: train: file: train.csv @@ -25,21 +25,22 @@ dataset: type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.0602415241301059, 0.0617460645735263] ood_range: [-0.0602417029440402, 0.060226883739233] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.0604438632726669, 0.0602075792849063] ood_range: [-0.0398568660020828, 0.0602040141820907] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO30/metadata.yaml b/llm-srbench/phys_osc/PO30/metadata.yaml index f9d4c1363e8a33cb67505459ca66e445f99cf052..fcbd4d837248911925b3d867bab756685e66dfa0 100644 --- a/llm-srbench/phys_osc/PO30/metadata.yaml +++ b/llm-srbench/phys_osc/PO30/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO30 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.8315969109535217, 1.0] ood_range: [-0.0674804598093032, -0.0578554570674896] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.218649983406067, 0.9075387716293336] ood_range: [-0.0056521692313253, 0.0004324107430875] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.997655153274536, 2.299184560775757] ood_range: [0.0011450358433648, 0.0018175977747887] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO31/metadata.yaml b/llm-srbench/phys_osc/PO31/metadata.yaml index 9aaf98d0c634942488323cfc5fdea7acc78679e8..08d459c295a9cd639c444673bc48b4df1e32c849 100644 --- a/llm-srbench/phys_osc/PO31/metadata.yaml +++ b/llm-srbench/phys_osc/PO31/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO31 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.004961013793945, 1.0049901008605957] ood_range: [-1.002762794494629, 1.004757523536682] + description: Position at time t - name: t type: continuous train_range: [0.0240048002451658, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.6189279556274414, 1.6190749406814575] ood_range: [-1.6144671440124512, 1.617397665977478] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.4235315322875977, 3.423278570175171] ood_range: [-3.4221441745758057, 3.4079911708831787] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO32/metadata.yaml b/llm-srbench/phys_osc/PO32/metadata.yaml index 5d82e9783414b4e2dbfe61a6cbcf4767a6e0a870..a01a3c25e68c0a4d0831e102cb8c026b8fc60ea2 100644 --- a/llm-srbench/phys_osc/PO32/metadata.yaml +++ b/llm-srbench/phys_osc/PO32/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO32 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.9835116863250732, 1.0] ood_range: [-0.8869833946228027, 0.8821513056755065] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.999621331691742, 0.9350159764289856] ood_range: [-0.7095072269439697, 0.731912076473236] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.9429090023040767, 2.3140692710876465] ood_range: [-1.5418621301651, 1.5750526189804075] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO33/metadata.yaml b/llm-srbench/phys_osc/PO33/metadata.yaml index 132b49691997af58407b86ee59777e97f80c6b96..b2c114004825b79a7395d566e74d93d317c0b3ff 100644 --- a/llm-srbench/phys_osc/PO33/metadata.yaml +++ b/llm-srbench/phys_osc/PO33/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO33 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.2794465124607086, 1.0] ood_range: [-4.943246381117206e-07, 5.303218131302857e-07] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.4176028966903689, 0.350675880908966] ood_range: [-1.2054416629325717e-06, 1.60069987487077e-06] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-4.998692512512207, 2.330472230911255] ood_range: [-6.144880899228156e-06, 5.632927241094876e-06] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO34/metadata.yaml b/llm-srbench/phys_osc/PO34/metadata.yaml index 7ecb19e80fc012354e1614b70d8af071241e2fc9..e9339ce9bfb0f6d52cef36fd267097525154e9b0 100644 --- a/llm-srbench/phys_osc/PO34/metadata.yaml +++ b/llm-srbench/phys_osc/PO34/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO34 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.2366608530282974, 1.0] ood_range: [-6.004422630212504e-07, 2.089357451495744e-07] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.9572187066078186, 0.1931267529726028] ood_range: [-4.520310881162004e-08, 5.208571565162856e-07] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.4407713413238525, 1.051765203475952] ood_range: [-5.30502973106195e-07, 7.287823109436431e-07] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO35/metadata.yaml b/llm-srbench/phys_osc/PO35/metadata.yaml index d29268f73ac6105fb79f06ca628f88dc345f63ed..620e71b2de30329799544d5422a03cdfbeea7b8a 100644 --- a/llm-srbench/phys_osc/PO35/metadata.yaml +++ b/llm-srbench/phys_osc/PO35/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO35 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.5305538773536682, 0.9998897910118104] ood_range: [-0.0383371450006961, 0.0383434556424617] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.4462974071502686, 0.7679901123046875] ood_range: [-0.017208257690072, 0.0384859293699264] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.438438653945923, 2.1901772022247314] ood_range: [-0.0377897806465625, 0.0377823077142238] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO36/metadata.yaml b/llm-srbench/phys_osc/PO36/metadata.yaml index 362975d52d0c277dc46ca491f804eef64bb634a7..baf305acfbca968e2a39b6ad7d4e2fe851a8c5a2 100644 --- a/llm-srbench/phys_osc/PO36/metadata.yaml +++ b/llm-srbench/phys_osc/PO36/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO36 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.0, 3.312579870223999] ood_range: [3.099587917327881, 3.3202619552612305] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.1221514716744422, 0.2652005553245544] ood_range: [-0.1255706697702407, 0.1350541114807128] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.1619829386472702, 0.1553582400083541] ood_range: [-0.1564565002918243, 0.1555571556091308] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO37/metadata.yaml b/llm-srbench/phys_osc/PO37/metadata.yaml index f971a0435a70ba0e2b3610a13fca172884938704..26eb909cde4ace890cb97c3281f580ef284a2abd 100644 --- a/llm-srbench/phys_osc/PO37/metadata.yaml +++ b/llm-srbench/phys_osc/PO37/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO37 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.2977561354637146, 1.0] ood_range: [-0.1184934079647064, 0.1108157262206077] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.4891384840011596, 0.2990984916687011] ood_range: [-0.0490772314369678, 0.1153461635112762] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.7302953004837036, 0.3741230368614196] ood_range: [-0.112487569451332, 0.1205072253942489] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO38/metadata.yaml b/llm-srbench/phys_osc/PO38/metadata.yaml index 79e569601934022fc1b0ba159ef916e05f02bc0b..37dcc9132221e2431c9e906123b9a40ae0533cf0 100644 --- a/llm-srbench/phys_osc/PO38/metadata.yaml +++ b/llm-srbench/phys_osc/PO38/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO38 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.648670494556427, 1.0] ood_range: [-0.0018966544885188, 0.001395909814164] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.0900592803955078, 0.7837652564048767] ood_range: [-0.003171662101522, 0.0028662397526204] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.1217526197433472, 1.094685196876526] ood_range: [-0.0043332525528967, 0.0058837495744228] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO39/metadata.yaml b/llm-srbench/phys_osc/PO39/metadata.yaml index 5e125a5fd6fcd1a890e9ea64f6bd2179bf49067e..f5f530b01465521b9d1d3d6bb47dfc1e2edb9636 100644 --- a/llm-srbench/phys_osc/PO39/metadata.yaml +++ b/llm-srbench/phys_osc/PO39/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO39 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.0, 2.6446473598480225] ood_range: [1.9113262891769407, 2.6383280754089355] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.3675221800804138, 0.514932096004486] ood_range: [-0.3675912916660308, 0.3146825432777404] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.4006074070930481, 0.3670675158500671] ood_range: [-0.3593969941139221, 0.3668204843997955] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO4/metadata.yaml b/llm-srbench/phys_osc/PO4/metadata.yaml index dc0c31a505b0fcdf7314eddd24d594185bb139d0..a82e35f6c9dc93d4e6f1667d51416f972e2c96e2 100644 --- a/llm-srbench/phys_osc/PO4/metadata.yaml +++ b/llm-srbench/phys_osc/PO4/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO4 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.0717662572860718, 1.1546260118484497] ood_range: [-0.6815366744995117, 0.5948907732963562] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.5886174440383911, 1.5613446235656738] ood_range: [-0.7556802034378051, 1.049873113632202] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-2.257596015930176, 2.1576192378997803] ood_range: [-1.3500444889068604, 1.1879709959030151] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO40/metadata.yaml b/llm-srbench/phys_osc/PO40/metadata.yaml index 12ee66e70915a7c459a772fb7ed84b840d86efb9..7e16dc445e846ab6137690310580e32e244ad6c2 100644 --- a/llm-srbench/phys_osc/PO40/metadata.yaml +++ b/llm-srbench/phys_osc/PO40/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO40 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.2411847114562988, 1.080796480178833] ood_range: [-1.257206916809082, 1.0867908000946045] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-3.474342107772827, 3.478935956954956] ood_range: [-3.464468717575073, 3.4794163703918457] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-11.779383659362791, 14.41136646270752] ood_range: [-11.81948184967041, 14.649964332580566] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO41/metadata.yaml b/llm-srbench/phys_osc/PO41/metadata.yaml index 7cf5946763d6fae0612bc12f7c8410ae57d881d1..6cd16aff1b17b3162ae940cf978194964fd69c0f 100644 --- a/llm-srbench/phys_osc/PO41/metadata.yaml +++ b/llm-srbench/phys_osc/PO41/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO41 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.3869872987270355, 1.0] ood_range: [-3.6684563383460045e-05, 9.218420746037737e-05] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.5824286341667175, 0.2620094120502471] ood_range: [-7.252521754708141e-05, 0.0001499041827628] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.4295727014541626, 0.3736505508422851] ood_range: [-0.0001207307504955, 5.6902397773228586e-05] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO42/metadata.yaml b/llm-srbench/phys_osc/PO42/metadata.yaml index 11809b25f55b764ca07aea324fc6fe42a25e0a18..19e6271938fb39f0e2759f9076eed799198f2585 100644 --- a/llm-srbench/phys_osc/PO42/metadata.yaml +++ b/llm-srbench/phys_osc/PO42/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO42 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [1.0, 1.377078890800476] ood_range: [1.0234272480010986, 1.300189733505249] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.9911994934082] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.1757858842611312, 0.1794077008962631] ood_range: [-0.1757201999425888, 0.1776497513055801] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-0.1752114295959472, 0.1788166314363479] ood_range: [-0.0983974263072013, 0.1787321120500564] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO43/metadata.yaml b/llm-srbench/phys_osc/PO43/metadata.yaml index a9d2d7f7ac8052380fab62fa06ae7e3b94db4027..f14792780d12f0c0920d7f5cb0bb123595cbb3ff 100644 --- a/llm-srbench/phys_osc/PO43/metadata.yaml +++ b/llm-srbench/phys_osc/PO43/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO43 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.0883456990122795, 1.0] ood_range: [-0.0883400216698646, 0.0873821303248405] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.6683879494667053, 0.1010709032416343] ood_range: [-0.0523367375135421, 0.0904220342636108] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.423873782157898, 0.6153123378753662] ood_range: [-0.0835085287690162, 0.0870986655354499] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO5/metadata.yaml b/llm-srbench/phys_osc/PO5/metadata.yaml index 18ec38979d925196df513c8f7ea9cdced911e78a..9254f4ac3828ea40c152220e52dcbd0b4d03e01f 100644 --- a/llm-srbench/phys_osc/PO5/metadata.yaml +++ b/llm-srbench/phys_osc/PO5/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO5 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.3192009925842285, 1.0] ood_range: [-9.634193247620715e-07, 9.607371111997054e-07] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.1893353462219238, 0.3170754313468933] ood_range: [-1.0634843192747212e-06, 2.355237256779219e-06] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.881861686706543, 1.2508331537246704] ood_range: [-2.792512077576248e-06, 1.981708692255779e-06] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO6/metadata.yaml b/llm-srbench/phys_osc/PO6/metadata.yaml index 6fb967c63ad35da015f86d14495e58ce6d759041..e84d52138f58b77d6514bf46ee4c25be7bf045fc 100644 --- a/llm-srbench/phys_osc/PO6/metadata.yaml +++ b/llm-srbench/phys_osc/PO6/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO6 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.5587610006332397, 1.0] ood_range: [-0.104198433458805, -0.0990587919950485] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-0.5967301726341246, 0.1138760522007942] ood_range: [0.0011926590232178, 0.0013926292303949] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.1698459386825562, 0.2157297283411026] ood_range: [-5.736760067520663e-05, -4.547118442133069e-05] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO7/metadata.yaml b/llm-srbench/phys_osc/PO7/metadata.yaml index 0189d056971098c1476bff6d006ae6a010ec31d8..30b05299604abc60235176a4c3138d6e96c59f5a 100644 --- a/llm-srbench/phys_osc/PO7/metadata.yaml +++ b/llm-srbench/phys_osc/PO7/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO7 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.59013569355011, 1.0] ood_range: [-1.2643179893493652, 0.0207464639097452] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.6692183017730713, 1.5572220087051392] ood_range: [-0.891932725906372, 0.864509105682373] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.6702263355255127, 4.945667266845703] ood_range: [-0.5775801539421082, 2.464890480041504] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO8/metadata.yaml b/llm-srbench/phys_osc/PO8/metadata.yaml index 2a5569263b2e1002c1ad4a769f9b20503a2a4936..1b3a79419e41705330b85c25d79f41126597c4df 100644 --- a/llm-srbench/phys_osc/PO8/metadata.yaml +++ b/llm-srbench/phys_osc/PO8/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO8 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-1.6373300552368164, 1.0024025440216064] ood_range: [-1.6215900182724, 0.9595791101455688] + description: Position at time t - name: t type: continuous train_range: [0.0080016003921627, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.6106359958648682, 1.6113395690917969] ood_range: [-1.5551351308822632, 1.5090340375900269] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-1.4007806777954102, 4.681754112243652] ood_range: [-1.26686692237854, 4.50766134262085] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench diff --git a/llm-srbench/phys_osc/PO9/metadata.yaml b/llm-srbench/phys_osc/PO9/metadata.yaml index 9dc7a77fd720f5ddaa93f9480018bc900887e924..bfcacfcfc4195ab7100b27babd957dbcef2d514a 100644 --- a/llm-srbench/phys_osc/PO9/metadata.yaml +++ b/llm-srbench/phys_osc/PO9/metadata.yaml @@ -1,6 +1,6 @@ dataset: name: llm-srbench__phys_osc__PO9 - description: + description: null splits: train: file: train.csv @@ -25,25 +25,27 @@ dataset: type: continuous train_range: [-0.6735529899597168, 1.0] ood_range: [-0.1047298908233642, 0.1042176485061645] + description: Position at time t - name: t type: continuous train_range: [0.0, 35.99919891357422] ood_range: [36.0072021484375, 40.0] + description: Time - name: v type: continuous train_range: [-1.7336437702178955, 1.2900573015213013] ood_range: [-0.057104080915451, 0.10557821393013] - + description: Velocity at time t target: name: dv_dt type: continuous train_range: [-3.902429819107056, 2.97437071800232] ood_range: [-0.1010390967130661, 0.1037099733948707] - + description: Acceleration in Nonl-linear Harmonic Oscillator license: MIT citation: arXiv: 2504.10415 - title: "LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models" + title: 'LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models' resources: - https://github.com/deep-symbolic-mathematics/llm-srbench - https://huggingface.co/datasets/nnheui/llm-srbench