task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Video Understanding > Temporal Sentence Grounding | Charades-STA | CPL (Weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | http://openaccess.thecvf.com//content/CVPR2022/html/Zheng_Weakly_Supervised_Temporal_Sentence_Grounding_With_Gaussian-Based_Contrastive_Proposal_Learning_CVPR_2022_paper.html | R5@0.7 | 50.4 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | CPL (Weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | http://openaccess.thecvf.com//content/CVPR2022/html/Zheng_Weakly_Supervised_Temporal_Sentence_Grounding_With_Gaussian-Based_Contrastive_Proposal_Learning_CVPR_2022_paper.html | R5@0.5 | 84.6 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R1@0.5 | 46.9 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R1@0.7 | 21.1 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R5@0.7 | 49.2 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, I3D-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R5@0.5 | 79.3 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R1@0.5 | 46.0 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R1@0.7 | 20.2 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R5@0.7 | 50.2 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R5@0.5 | 83.1 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R1@0.5 | 41.7 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R1@0.7 | 18.8 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R5@0.7 | 48.0 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | D3G (Semi-weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2308.04197v1 | R5@0.5 | 78.2 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | CPL (Weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | http://openaccess.thecvf.com//content/CVPR2022/html/Zheng_Weakly_Supervised_Temporal_Sentence_Grounding_With_Gaussian-Based_Contrastive_Proposal_Learning_CVPR_2022_paper.html | R1@0.5 | 39.6 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | CPL (Weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | http://openaccess.thecvf.com//content/CVPR2022/html/Zheng_Weakly_Supervised_Temporal_Sentence_Grounding_With_Gaussian-Based_Contrastive_Proposal_Learning_CVPR_2022_paper.html | R1@0.7 | 18.6 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | CPL (Weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | http://openaccess.thecvf.com//content/CVPR2022/html/Zheng_Weakly_Supervised_Temporal_Sentence_Grounding_With_Gaussian-Based_Contrastive_Proposal_Learning_CVPR_2022_paper.html | R5@0.7 | 49.2 |
Video Understanding > Temporal Sentence Grounding | Charades-STA | CPL (Weak, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | http://openaccess.thecvf.com//content/CVPR2022/html/Zheng_Weakly_Supervised_Temporal_Sentence_Grounding_With_Gaussian-Based_Contrastive_Proposal_Learning_CVPR_2022_paper.html | R5@0.5 | 81.4 |
Video Understanding > Causal Discovery in Video Reasoning | MECD | VGCM | https://arxiv.org/abs/2409.17647v4 | Accuracy | 71.20 |
Video Understanding > Causal Discovery in Video Reasoning | MECD | VGCM | https://arxiv.org/abs/2409.17647v4 | Ave SHD | 4.19 |
Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (MViT-Breakfast-Pretrain-feature, GHRM) | https://arxiv.org/abs/2311.17118v2 | mAP | 79.5 |
Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (MViT-Breakfast-Pretrain-feature, Timeception) | https://arxiv.org/abs/2311.17118v2 | mAP | 79.2 |
Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (I3D-Breakfast-Pretrain-feature, Timeception) | https://arxiv.org/abs/2311.17118v2 | mAP | 70.4 |
Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (I3D-Breakfast-Pretrain-feature, GHRM) | https://arxiv.org/abs/2311.17118v2 | mAP | 69.6 |
Video Understanding > Long-video Activity Recognition | Breakfast | GHRM (I3D-K400-Pretrain-feature) | http://openaccess.thecvf.com//content/CVPR2021/html/Zhou_Graph-Based_High-Order_Relation_Modeling_for_Long-Term_Action_Recognition_CVPR_2021_paper.html | mAP | 65.86 |
Video Understanding > Long-video Activity Recognition | Breakfast | VideoGraph (I3D-K400-Pretrain-feature) | https://arxiv.org/abs/1905.05143v2 | mAP | 63.14 |
Video Understanding > Long-video Activity Recognition | Breakfast | Timeception (I3D-K400-Pretrain-feature) | http://arxiv.org/abs/1812.01289v2 | mAP | 61.82 |
Video Understanding > Long-video Activity Recognition | Breakfast | ActionVlad (I3D-K400-Pretrain-feature) | http://arxiv.org/abs/1704.02895v1 | mAP | 60.20 |
Hypernym Discovery | General | CRIM | https://aclanthology.org/S18-1116 | MAP | 19.78 |
Hypernym Discovery | General | CRIM | https://aclanthology.org/S18-1116 | MRR | 36.10 |
Hypernym Discovery | General | CRIM | https://aclanthology.org/S18-1116 | P@5 | 19.03 |
Hypernym Discovery | General | vTE | https://aclanthology.org/D16-1041 | MAP | 10.60 |
Hypernym Discovery | General | vTE | https://aclanthology.org/D16-1041 | MRR | 23.83 |
Hypernym Discovery | General | vTE | https://aclanthology.org/D16-1041 | P@5 | 9.91 |
Hypernym Discovery | General | NLP_HZ | https://aclanthology.org/S18-1148 | MAP | 9.37 |
Hypernym Discovery | General | NLP_HZ | https://aclanthology.org/S18-1148 | MRR | 17.29 |
Hypernym Discovery | General | NLP_HZ | https://aclanthology.org/S18-1148 | P@5 | 9.19 |
Hypernym Discovery | General | 300-sparsans | https://aclanthology.org/S18-1152 | MAP | 8.95 |
Hypernym Discovery | General | 300-sparsans | https://aclanthology.org/S18-1152 | MRR | 19.44 |
Hypernym Discovery | General | 300-sparsans | https://aclanthology.org/S18-1152 | P@5 | 8.63 |
Hypernym Discovery | General | MFH | null | MAP | 8.77 |
Hypernym Discovery | General | MFH | null | MRR | 21.39 |
Hypernym Discovery | General | MFH | null | P@5 | 7.81 |
Hypernym Discovery | General | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | MAP | 5.77 |
Hypernym Discovery | General | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | MRR | 10.56 |
Hypernym Discovery | General | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | P@5 | 5.96 |
Hypernym Discovery | General | Apollo | https://aclanthology.org/S18-1146 | MAP | 2.68 |
Hypernym Discovery | General | Apollo | https://aclanthology.org/S18-1146 | MRR | 6.01 |
Hypernym Discovery | General | Apollo | https://aclanthology.org/S18-1146 | P@5 | 2.69 |
Hypernym Discovery | General | balAPInc | http://arxiv.org/abs/1612.04460v2 | MAP | 1.36 |
Hypernym Discovery | General | balAPInc | http://arxiv.org/abs/1612.04460v2 | MRR | 3.18 |
Hypernym Discovery | General | balAPInc | http://arxiv.org/abs/1612.04460v2 | P@5 | 1.30 |
Hypernym Discovery | Music domain | CRIM | https://aclanthology.org/S18-1116 | MAP | 40.97 |
Hypernym Discovery | Music domain | CRIM | https://aclanthology.org/S18-1116 | MRR | 60.93 |
Hypernym Discovery | Music domain | CRIM | https://aclanthology.org/S18-1116 | P@5 | 41.31 |
Hypernym Discovery | Music domain | MFH | null | MAP | 33.32 |
Hypernym Discovery | Music domain | MFH | null | MRR | 51.48 |
Hypernym Discovery | Music domain | MFH | null | P@5 | 35.76 |
Hypernym Discovery | Music domain | 300-sparsans | https://aclanthology.org/S18-1152 | MAP | 29.54 |
Hypernym Discovery | Music domain | 300-sparsans | https://aclanthology.org/S18-1152 | MRR | 46.43 |
Hypernym Discovery | Music domain | 300-sparsans | https://aclanthology.org/S18-1152 | P@5 | 28.86 |
Hypernym Discovery | Music domain | vTE | https://aclanthology.org/D16-1041 | MAP | 12.99 |
Hypernym Discovery | Music domain | vTE | https://aclanthology.org/D16-1041 | MRR | 39.36 |
Hypernym Discovery | Music domain | vTE | https://aclanthology.org/D16-1041 | P@5 | 12.41 |
Hypernym Discovery | Music domain | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | MAP | 4.71 |
Hypernym Discovery | Music domain | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | MRR | 9.15 |
Hypernym Discovery | Music domain | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | P@5 | 4.91 |
Hypernym Discovery | Music domain | ADAPT | https://aclanthology.org/S18-1151 | MAP | 2.63 |
Hypernym Discovery | Music domain | ADAPT | https://aclanthology.org/S18-1151 | MRR | 7.46 |
Hypernym Discovery | Music domain | ADAPT | https://aclanthology.org/S18-1151 | P@5 | 2.64 |
Hypernym Discovery | Music domain | balAPInc | http://arxiv.org/abs/1612.04460v2 | MAP | 1.95 |
Hypernym Discovery | Music domain | balAPInc | http://arxiv.org/abs/1612.04460v2 | MRR | 5.01 |
Hypernym Discovery | Music domain | balAPInc | http://arxiv.org/abs/1612.04460v2 | P@5 | 2.15 |
Hypernym Discovery | Medical domain | CRIM | https://aclanthology.org/S18-1116 | MAP | 34.05 |
Hypernym Discovery | Medical domain | CRIM | https://aclanthology.org/S18-1116 | MRR | 54.64 |
Hypernym Discovery | Medical domain | CRIM | https://aclanthology.org/S18-1116 | P@5 | 36.77 |
Hypernym Discovery | Medical domain | MFH | null | MAP | 28.93 |
Hypernym Discovery | Medical domain | MFH | null | MRR | 35.80 |
Hypernym Discovery | Medical domain | MFH | null | P@5 | 34.20 |
Hypernym Discovery | Medical domain | 300-sparsans | https://aclanthology.org/S18-1152 | MAP | 20.75 |
Hypernym Discovery | Medical domain | 300-sparsans | https://aclanthology.org/S18-1152 | MRR | 40.60 |
Hypernym Discovery | Medical domain | 300-sparsans | https://aclanthology.org/S18-1152 | P@5 | 21.43 |
Hypernym Discovery | Medical domain | vTE | https://aclanthology.org/D16-1041 | MAP | 18.84 |
Hypernym Discovery | Medical domain | vTE | https://aclanthology.org/D16-1041 | MRR | 41.07 |
Hypernym Discovery | Medical domain | vTE | https://aclanthology.org/D16-1041 | P@5 | 20.71 |
Hypernym Discovery | Medical domain | EXPR | https://aclanthology.org/S18-1150 | MAP | 13.77 |
Hypernym Discovery | Medical domain | EXPR | https://aclanthology.org/S18-1150 | MRR | 40.76 |
Hypernym Discovery | Medical domain | EXPR | https://aclanthology.org/S18-1150 | P@5 | 12.76 |
Hypernym Discovery | Medical domain | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | MAP | 11.69 |
Hypernym Discovery | Medical domain | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | MRR | 25.95 |
Hypernym Discovery | Medical domain | SJTU BCMI | http://arxiv.org/abs/1805.10465v1 | P@5 | 11.69 |
Hypernym Discovery | Medical domain | ADAPT | https://aclanthology.org/S18-1151 | MAP | 8.13 |
Hypernym Discovery | Medical domain | ADAPT | https://aclanthology.org/S18-1151 | MRR | 20.56 |
Hypernym Discovery | Medical domain | ADAPT | https://aclanthology.org/S18-1151 | P@5 | 8.32 |
Hypernym Discovery | Medical domain | balAPInc | http://arxiv.org/abs/1612.04460v2 | MAP | 0.91 |
Hypernym Discovery | Medical domain | balAPInc | http://arxiv.org/abs/1612.04460v2 | MRR | 2.10 |
Hypernym Discovery | Medical domain | balAPInc | http://arxiv.org/abs/1612.04460v2 | P@5 | 1.08 |
Stochastic Optimization | CIFAR-10 ResNet-18 - 200 Epochs | SGD - cosine LR schedule | https://arxiv.org/abs/2206.13424v3 | Accuracy | 95.55 |
Stochastic Optimization | CIFAR-10 ResNet-18 - 200 Epochs | Lookahead | https://arxiv.org/abs/1907.08610v2 | Accuracy | 95.27 |
Stochastic Optimization | CIFAR-10 ResNet-18 - 200 Epochs | SGD | https://arxiv.org/abs/1907.08610v2 | Accuracy | 95.23 |
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