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 > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-50% | https://arxiv.org/abs/2505.16376v1 | R@1,IoU=0.5 | 17.46 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-50% | https://arxiv.org/abs/2505.16376v1 | R@5,IoU=0.3 | 47.27 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-50% | https://arxiv.org/abs/2505.16376v1 | R@5,IoU=0.5 | 40.40 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | VSLNet | https://arxiv.org/abs/2004.13931v2 | R@1,IoU=0.3 | 11.70 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | DeCafNet | https://arxiv.org/abs/2505.16376v1 | R1@0.5 | 68.79 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | DeCafNet | https://arxiv.org/abs/2505.16376v1 | R1@0.7 | 47.55 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | DeCafNet | https://arxiv.org/abs/2505.16376v1 | R5@0.7 | 72.96 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | DeCafNet | https://arxiv.org/abs/2505.16376v1 | R5@0.5 | 91.53 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R1@0.5 | 62.4 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R1@0.7 | 38.6 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R5@0.7 | 66.4 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, MViT-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R5@0.5 | 89.4 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R1@0.5 | 56.7 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R1@0.7 | 35.6 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R5@0.7 | 65.0 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Full, I3D-Charades-Pretrain-feature, MMN model) | https://arxiv.org/abs/2311.17118v2 | R5@0.5 | 87.9 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R1@0.5 | 55.2 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R1@0.7 | 32.2 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R5@0.7 | 62.7 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, MViT-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R5@0.5 | 88.3 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R1@0.5 | 49.4 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R1@0.7 | 29.8 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R5@0.7 | 60.5 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | MMN (Full, I3D-K400-Pretrain-feature, evaluated by AdaFocus) | https://arxiv.org/abs/2109.04872v2 | R5@0.5 | 85.8 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R1@0.5 | 51.7 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R1@0.7 | 23.2 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R5@0.7 | 52.6 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, MViT-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R5@0.5 | 85.2 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R1@0.5 | 49.1 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R1@0.7 | 22.4 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R5@0.7 | 51.8 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Weak, I3D-Charades-Pretrain-feature, CPL model) | https://arxiv.org/abs/2311.17118v2 | R5@0.5 | 84.2 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R1@0.5 | 50.1 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R1@0.7 | 21.8 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R5@0.7 | 54.6 |
Video > Video Understanding > Temporal Sentence Grounding | Charades-STA | AdaFocus (Semi-weak, MViT-Charades-Pretrain-feature, D3G model) | https://arxiv.org/abs/2311.17118v2 | R5@0.5 | 86.1 |
Video > 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 | R1@0.5 | 47.8 |
Video > 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 | R1@0.7 | 21.8 |
Video > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > 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 > Video Understanding > Causal Discovery in Video Reasoning | MECD | VGCM | https://arxiv.org/abs/2409.17647v4 | Accuracy | 71.20 |
Video > Video Understanding > Causal Discovery in Video Reasoning | MECD | VGCM | https://arxiv.org/abs/2409.17647v4 | Ave SHD | 4.19 |
Video > Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (MViT-Breakfast-Pretrain-feature, GHRM) | https://arxiv.org/abs/2311.17118v2 | mAP | 79.5 |
Video > Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (MViT-Breakfast-Pretrain-feature, Timeception) | https://arxiv.org/abs/2311.17118v2 | mAP | 79.2 |
Video > Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (I3D-Breakfast-Pretrain-feature, Timeception) | https://arxiv.org/abs/2311.17118v2 | mAP | 70.4 |
Video > Video Understanding > Long-video Activity Recognition | Breakfast | AdaFocus (I3D-Breakfast-Pretrain-feature, GHRM) | https://arxiv.org/abs/2311.17118v2 | mAP | 69.6 |
Video > 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 > Video Understanding > Long-video Activity Recognition | Breakfast | VideoGraph (I3D-K400-Pretrain-feature) | https://arxiv.org/abs/1905.05143v2 | mAP | 63.14 |
Video > Video Understanding > Long-video Activity Recognition | Breakfast | Timeception (I3D-K400-Pretrain-feature) | http://arxiv.org/abs/1812.01289v2 | mAP | 61.82 |
Video > Video Understanding > Long-video Activity Recognition | Breakfast | ActionVlad (I3D-K400-Pretrain-feature) | http://arxiv.org/abs/1704.02895v1 | mAP | 60.20 |
Video > Temporal Action Localization | HACS | RDFA-S6 (InternVideo2-6B) | https://arxiv.org/abs/2407.13078v1 | Average-mAP | 45.8 |
Video > Temporal Action Localization | HACS | RDFA-S6 (InternVideo2-6B) | https://arxiv.org/abs/2407.13078v1 | mAP@0.5 | 66.4 |
Video > Temporal Action Localization | HACS | RDFA-S6 (InternVideo2-6B) | https://arxiv.org/abs/2407.13078v1 | mAP@0.75 | 47.2 |
Video > Temporal Action Localization | HACS | RDFA-S6 (InternVideo2-6B) | https://arxiv.org/abs/2407.13078v1 | mAP@0.95 | 14.3 |
Video > Temporal Action Localization | HACS | ActionMamba(InternVideo2-6B) | https://arxiv.org/abs/2403.09626v1 | Average-mAP | 44.56 |
Video > Temporal Action Localization | HACS | ActionMamba(InternVideo2-6B) | https://arxiv.org/abs/2403.09626v1 | mAP@0.5 | 64.02 |
Video > Temporal Action Localization | HACS | ActionMamba(InternVideo2-6B) | https://arxiv.org/abs/2403.09626v1 | mAP@0.75 | 45.71 |
Video > Temporal Action Localization | HACS | ActionMamba(InternVideo2-6B) | https://arxiv.org/abs/2403.09626v1 | mAP@0.95 | 13.34 |
Video > Temporal Action Localization | HACS | DyFADet(VideoMAEv2) | https://arxiv.org/abs/2407.03197v1 | Average-mAP | 44.3 |
Video > Temporal Action Localization | HACS | DyFADet(VideoMAEv2) | https://arxiv.org/abs/2407.03197v1 | mAP@0.5 | 64.0 |
Video > Temporal Action Localization | HACS | DyFADet(VideoMAEv2) | https://arxiv.org/abs/2407.03197v1 | mAP@0.75 | 44.8 |
Video > Temporal Action Localization | HACS | DyFADet(VideoMAEv2) | https://arxiv.org/abs/2407.03197v1 | mAP@0.95 | 14.1 |
Video > Temporal Action Localization | HACS | InternVideo2-6B | https://arxiv.org/abs/2403.15377v4 | Average-mAP | 43.3 |
Video > Temporal Action Localization | HACS | TriDet (VideoMAEv2) | https://arxiv.org/abs/2309.05590v1 | Average-mAP | 43.1 |
Video > Temporal Action Localization | HACS | TriDet (VideoMAEv2) | https://arxiv.org/abs/2309.05590v1 | mAP@0.5 | 62.4 |
Video > Temporal Action Localization | HACS | TriDet (VideoMAEv2) | https://arxiv.org/abs/2309.05590v1 | mAP@0.75 | 44.1 |
Video > Temporal Action Localization | HACS | TriDet (VideoMAEv2) | https://arxiv.org/abs/2309.05590v1 | mAP@0.95 | 13.1 |
Video > Temporal Action Localization | HACS | InternVideo2-1B | https://arxiv.org/abs/2403.15377v4 | Average-mAP | 42.4 |
Video > Temporal Action Localization | HACS | InternVideo | https://arxiv.org/abs/2212.03191v2 | Average-mAP | 41.55 |
Video > Temporal Action Localization | HACS | TriDet (SlowFast) | https://arxiv.org/abs/2303.07347v2 | Average-mAP | 38.6 |
Video > Temporal Action Localization | HACS | TriDet (SlowFast) | https://arxiv.org/abs/2303.07347v2 | mAP@0.5 | 56.7 |
Video > Temporal Action Localization | HACS | TriDet (SlowFast) | https://arxiv.org/abs/2303.07347v2 | mAP@0.75 | 39.3 |
Video > Temporal Action Localization | HACS | TriDet (SlowFast) | https://arxiv.org/abs/2303.07347v2 | mAP@0.95 | 11.7 |
Video > Temporal Action Localization | HACS | TriDet (I3D RGB) | https://arxiv.org/abs/2303.07347v2 | Average-mAP | 36.8 |
Video > Temporal Action Localization | HACS | TriDet (I3D RGB) | https://arxiv.org/abs/2303.07347v2 | mAP@0.5 | 54.5 |
Video > Temporal Action Localization | HACS | TriDet (I3D RGB) | https://arxiv.org/abs/2303.07347v2 | mAP@0.75 | 36.8 |
Video > Temporal Action Localization | HACS | TriDet (I3D RGB) | https://arxiv.org/abs/2303.07347v2 | mAP@0.95 | 11.5 |
Video > Temporal Action Localization | HACS | TadTr (I3D RGB) | https://arxiv.org/abs/2106.10271v4 | Average-mAP | 32.09 |
Video > Temporal Action Localization | HACS | TadTr (I3D RGB) | https://arxiv.org/abs/2106.10271v4 | mAP@0.5 | 47.14 |
Video > Temporal Action Localization | HACS | TadTr (I3D RGB) | https://arxiv.org/abs/2106.10271v4 | mAP@0.75 | 32.11 |
Video > Temporal Action Localization | HACS | TadTr (I3D RGB) | https://arxiv.org/abs/2106.10271v4 | mAP@0.95 | 10.94 |
Video > Temporal Action Localization | HACS | LoFi+G-TAD (RGB, RN18) | http://proceedings.neurips.cc/paper/2021/hash/522a9ae9a99880d39e5daec35375e999-Abstract.html | Average-mAP | 24.64 |
Video > Temporal Action Localization | HACS | LoFi+G-TAD (RGB, RN18) | http://proceedings.neurips.cc/paper/2021/hash/522a9ae9a99880d39e5daec35375e999-Abstract.html | mAP@0.5 | 37.78 |
Video > Temporal Action Localization | HACS | LoFi+G-TAD (RGB, RN18) | http://proceedings.neurips.cc/paper/2021/hash/522a9ae9a99880d39e5daec35375e999-Abstract.html | mAP@0.75 | 24.40 |
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