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SRC-001,8bedbcb4c784,Bello2017-NCO,Neural Combinatorial Optimization with Reinforcement Learning,neural CO,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-002,7fb929f4e197,BenchmarkCards2025,BenchmarkCards,benchmark documentation,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-003,bf3bc17d056e,Berthet2020-Perturb,Learning with Differentiable Perturbed Optimizers,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-004,492c9f59ee43,COBench2025,CO-Bench,benchmarking,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-005,caf7b5f40ee7,CheckList2020,CheckList,behavioral testing,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-006,be99aca66589,ChenTian2019-NR,Learning to Perform Local Rewriting for Combinatorial Optimization,neural rewriting,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-007,69caa53170a7,Croissant2024,Croissant Metadata,metadata,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-008,9e627348f556,Dai2017-S2V,Learning Combinatorial Optimization Algorithms over Graphs,graph neural CO,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-009,21c8aefdad79,Datasheets2021,Datasheets for Datasets,documentation,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-010,9db8ad3677c7,Deb2002-NSGAII,NSGA-II,multiobjective,preference_or_multiobjective_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-011,d1b4cf104f5a,Dynabench2021,Dynabench,dynamic benchmarks,dynamic_stress_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-012,20ebaa6bdeab,Elmachtoub2022-SPO,Smart Predict-then-Optimize,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-013,d9626b64c635,FrontierCO2026,FrontierCO,large-scale ML4CO,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-014,ab8a2ed8f356,Fu2021-GeneralizeTSP,Generalize a Small Pre-trained Model to Large TSP,TSP transfer,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-015,ad37b768301d,Gurobi-CO,Mathematical Programming Solver Baselines,solver interface,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-016,74348d4f83a5,HELM2023,Holistic Evaluation of Language Models,evaluation science,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-017,d15bf1d23c44,Joshi2019-GCN-TSP,An Efficient Graph Convolutional Network Technique for TSP,graph neural TSP,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-018,381380a27377,Khalil2017-L2S,Learning to Run Heuristics in CO,learning to search,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-019,35d5a8f027ab,Kim2022-SymNCO,Symmetric Neural Combinatorial Optimization,neural routing,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-020,c128692a4fd5,Knowles2006-HV,Hypervolume Indicator Tutorial,multiobjective,preference_or_multiobjective_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-021,33070a3198b3,Kool2019-AM,"Attention, Learn to Solve Routing Problems",neural routing,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-022,01f2c467a09c,Lahoud2024-DataSP,DataSP,shortest path,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-023,4f0f7e8c48a1,Ma2021-NeuroLKH,NeuroLKH,solver guidance,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-024,158fb4890e8b,Mandi2024-DFL,Decision-Focused Learning benchmark,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-025,27b563897122,ModelCards2019,Model Cards,documentation,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-026,79c028a35351,Nazari2018-VRP,Reinforcement Learning for Solving the Vehicle Routing Problem,dynamic VRP,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-027,cc0bb2ec99d5,Niepert2021-Implicit,Implicit MLE for Combinatorial Optimization,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-028,f9832cb26cba,Nowak2017-QAP,A Note on Learning Algorithms for QAP,graph neural CO,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-029,6e8396622af7,OR-Tools,OR-Tools Routing,classical solver,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-030,bdbae8809853,Petersen2024-Newton,Newtons Method for Differentiable CO Layers,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-031,2cf7745be99b,Poganvcic2020-BB,Differentiation of Blackbox Combinatorial Solvers,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-032,0c8f5c96d8b4,Qiu2022-DIMES,DIMES,differentiable CO,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-033,a6bf8ed6948c,ReproChecklist2021,Improving Reproducibility in ML Research,reproducibility,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-034,527e3468fd16,Rydin2026-GMS,Beyond Simple Graphs / GMS,multiobjective multigraph,preference_or_multiobjective_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-035,029c20b8644e,VRP-LKH,LKH for Routing,classical solver,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-036,7ed4b0da80da,Vinyals2015-Pointer,Pointer Networks,neural sequence routing,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-037,9e0551040233,WILDS2021,WILDS,distribution shift,dynamic_stress_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-038,6881b6d4e540,Wilder2019-Melding,Melding the Data-Decisions Pipeline,decision-focused,scalar_or_bridge_decision_quality,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-039,dc700c5d9585,Xin2021-POMO,Policy Optimization with Multiple Optima for Reinforcement Learning,neural routing,off_contract_or_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
SRC-040,147a06c82ec0,Zitzler1999-HV,Multiobjective Evolutionary Algorithms and Hypervolume,multiobjective,preference_or_multiobjective_analogue,3,Source identifiers are anonymized for tables but include canonical source IDs/titles for reviewer audit.
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