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 > Video Quality Assessment | LIVE-FB LSVQ | CONTRIQUE | https://arxiv.org/abs/2110.13266v1 | PLCC | 0.826 |
Video > Video Understanding > Video Quality Assessment | LIVE-FB LSVQ | CONVIQT | https://arxiv.org/abs/2206.14713v1 | PLCC | 0.820 |
Video > Video Understanding > Video Quality Assessment | LIVE-FB LSVQ | VIDEVAL | https://arxiv.org/abs/2005.14354v2 | PLCC | 0.783 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | VADD | MTFL (VST, finetuned on VADD) | https://arxiv.org/abs/2410.05900v1 | ROC AUC | 88.42 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | PEL | https://arxiv.org/abs/2306.14451v2 | AUC-ROC | 98.14 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | ProDisc-VAD | https://arxiv.org/abs/2505.02179v1 | AUC-ROC | 97.98 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection | http://arxiv.org/abs/1802.07222v1 | AUC-ROC | 97.48 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | S3R | https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136730727.pdf | AUC-ROC | 97.48 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | Learning Causal Temporal Relation and Feature Discrimination for Anomaly Detection | https://arxiv.org/abs/2101.10030v3 | AUC-ROC | 97.48 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | RTFM | https://arxiv.org/abs/2101.10030v3 | AUC-ROC | 97.21 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | MTFL (VST, finetuned on VADD) | https://arxiv.org/abs/2410.05900v1 | AUC-ROC | 95.70 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | MTFL (VST) | https://arxiv.org/abs/2410.05900v1 | AUC-ROC | 95.32 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | MIST | https://arxiv.org/abs/2104.01633v1 | AUC-ROC | 94.83 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | AR-Net | https://arxiv.org/abs/2104.07268v1 | AUC-ROC | 91.24 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | Multiple-Instance-Based-Video-Anomaly-Detection-Using-Deep-Temporal-Encoding-Decoding | https://arxiv.org/abs/2007.01548v2 | AUC-ROC | 89.14 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech Weakly Supervised | GCN-Anomaly | http://arxiv.org/abs/1903.07256v1 | AUC-ROC | 84.44 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | VFP290K | Faster R-CNN (R101) | https://openreview.net/forum?id=y2AbfIXgBK3 | mAP @0.5:0.95 | 73.2 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | VFP290K | MPED-RNN (with memory extension) | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9897358 | ROC AUC | 96.02 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | VFP290K | MPED-RNN | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9897358 | ROC AUC | 69.34 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | VFP290K | GEPC | https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9897358 | ROC AUC | 64.03 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | STEAD-Base | https://arxiv.org/abs/2503.07942v1 | ROC AUC | 91.34 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MTFL (VST, finetuned on VADD) | https://arxiv.org/abs/2410.05900v1 | ROC AUC | 89.78 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | STEAD-Fast | https://arxiv.org/abs/2503.07942v1 | ROC AUC | 88.87 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | BN-WVAD | https://arxiv.org/abs/2311.15367v1 | ROC AUC | 87.24 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MTFL (VST) | https://arxiv.org/abs/2410.05900v1 | ROC AUC | 87.16 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | ProDisc-VAD | https://arxiv.org/abs/2505.02179v1 | ROC AUC | 87.12 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MGFN | https://arxiv.org/abs/2211.15098v1 | ROC AUC | 86.98 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | PEL | https://arxiv.org/abs/2306.14451v2 | ROC AUC | 86.76 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | S3R | https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136730727.pdf | ROC AUC | 85.99 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | WSAL | https://arxiv.org/abs/2008.08944v3 | ROC AUC | 85.38 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | CR-UNet | https://ieeexplore.ieee.org/abstract/document/10098744/ | ROC AUC | 85.24 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Multi-stream Network with Late Fuzzy Fusion | https://doi.org/10.1016/j.eswa.2022.117030 | ROC AUC | 84.48 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | RTFM | https://arxiv.org/abs/2101.10030v3 | ROC AUC | 84.03 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MIST | https://arxiv.org/abs/2104.01633v1 | ROC AUC | 82.30 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | DMRMs | https://doi.org/10.3390/app11031344 | ROC AUC | 81.91 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | DMRMs | https://doi.org/10.3390/app11031344 | Decidability | - |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | DMRMs | https://doi.org/10.3390/app11031344 | EER | - |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Multiple-Instance-Based-Video-Anomaly-Detection-Using-Deep-Temporal-Encoding-Decoding | https://arxiv.org/abs/2007.01548v2 | ROC AUC | 80.10 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Multiple-Instance-Based-Video-Anomaly-Detection-Using-Deep-Temporal-Encoding-Decoding | https://arxiv.org/abs/2007.01548v2 | Decidability | - |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Multiple-Instance-Based-Video-Anomaly-Detection-Using-Deep-Temporal-Encoding-Decoding | https://arxiv.org/abs/2007.01548v2 | EER | - |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MULDE-frame-centric-micro-one-class-classification | https://arxiv.org/abs/2403.14497v1 | ROC AUC | 78.5% |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MILR | https://arxiv.org/abs/2002.01132v1 | ROC AUC | 76.67 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MILR | https://arxiv.org/abs/2002.01132v1 | Decidability | - |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | MILR | https://arxiv.org/abs/2002.01132v1 | EER | - |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | GMM-based | https://www.researchgate.net/publication/350580836_Weakly_and_Partially_Supervised_Learning_Frameworks_for_Anomaly_Detection | ROC AUC | 75.90 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | GMM-based | https://www.researchgate.net/publication/350580836_Weakly_and_Partially_Supervised_Learning_Frameworks_for_Anomaly_Detection | Decidability | 0.885 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | GMM-based | https://www.researchgate.net/publication/350580836_Weakly_and_Partially_Supervised_Learning_Frameworks_for_Anomaly_Detection | EER | 0.302 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Sultani et al. | http://arxiv.org/abs/1801.04264v3 | ROC AUC | 75.41 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Sultani et al. | http://arxiv.org/abs/1801.04264v3 | Decidability | 0.613 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | Sultani et al. | http://arxiv.org/abs/1801.04264v3 | EER | 0.353 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCF-Crime | DAKD (Weakly-supervised) | https://arxiv.org/abs/2406.02831v2 | AUC | 88.34 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | ShanghaiTech | LMM_VAD | https://arxiv.org/abs/2110.15444v3 | AUC | 88.8 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | CFA-HLGAtt | https://arxiv.org/abs/2412.20455v1 | AP | 86.34 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | MAVD | https://arxiv.org/abs/2501.07496v1 | AP | 86.07 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | HyperVD | https://arxiv.org/abs/2305.18797v3 | AP | 85.67 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | DAKD | https://arxiv.org/abs/2406.02831v2 | AP | 85.61 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | PEL | https://arxiv.org/abs/2306.14451v2 | AP | 85.59 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | BN-WVAD | https://arxiv.org/abs/2311.15367v1 | AP | 84.93 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | MTFL (VST) | https://arxiv.org/abs/2410.05900v1 | AP | 84.57 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | MSBT | https://arxiv.org/abs/2405.05130v1 | AP | 84.32 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | CMA_LA | https://ieeexplore.ieee.org/document/9712793 | AP | 83.54 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | MACIL_SD | https://arxiv.org/abs/2207.05500v1 | AP | 83.4 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | S3R (without audio imformation) | https://www.ecva.net/papers/eccv_2022/papers_ECCV/papers/136730727.pdf | AP | 80.26 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | MGFN | https://arxiv.org/abs/2211.15098v1 | AP | 80.11 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | MTFL (VST, finetuned on VADD) | https://arxiv.org/abs/2410.05900v1 | AP | 79.40 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | A Neural Network Containing Three Parallel Branches (holistic, localized, and score branch) | https://arxiv.org/abs/2007.04687v2 | AP | 78.64 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | RTFM | https://arxiv.org/abs/2101.10030v3 | AP | 77.81 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | Contrastive Attention for Video Anomaly Detection | null | AP | 76.9 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | XD-Violence | CSL_TAL | https://arxiv.org/abs/2208.05251v1 | AP | 71.68 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCSD Peds2 | Background-Agnostic Framework | https://arxiv.org/abs/2008.12328v5 | AUC | 98.7 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCSD Peds2 | RTFM | https://arxiv.org/abs/2101.10030v3 | AUC | 98.6 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCSD Peds2 | CL-VAD | https://arxiv.org/abs/2004.07941v1 | AUC | 97.8 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCSD Peds2 | SSMTL | https://arxiv.org/abs/2011.07491v3 | AUC | 97.5 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCSD Peds2 | FastAno | https://arxiv.org/abs/2106.08613v4 | AUC | 96.3 |
Video > Video Understanding > Anomaly Detection In Surveillance Videos | UCSD Peds2 | GCN-Anomaly | http://arxiv.org/abs/1903.07256v1 | AUC | 93.2 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT3D | https://ieeexplore.ieee.org/abstract/document/8478431 | Accuracy w/ 3 frames error (Light) | 0.3219 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT3D | https://ieeexplore.ieee.org/abstract/document/8478431 | Accuracy w/ 3 frames error (Medium geometric) | 0.2625 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT3D | https://ieeexplore.ieee.org/abstract/document/8478431 | Accuracy w/ 3 frames error (Medium color) | 0.3255 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT3D | https://ieeexplore.ieee.org/abstract/document/8478431 | Accuracy w/ 3 frames error (Hard) | 0 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT | null | Accuracy w/ 3 frames error (Light) | 0.275 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT | null | Accuracy w/ 3 frames error (Medium geometric) | 0.2661 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT | null | Accuracy w/ 3 frames error (Medium color) | 0.3041 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VQMT | null | Accuracy w/ 3 frames error (Hard) | 0.2982 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VideoIndexer | https://videoprocessing.ai/other/film-comparison.html | Accuracy w/ 3 frames error (Light) | 0.0893 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VideoIndexer | https://videoprocessing.ai/other/film-comparison.html | Accuracy w/ 3 frames error (Medium geometric) | 0.0571 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VideoIndexer | https://videoprocessing.ai/other/film-comparison.html | Accuracy w/ 3 frames error (Medium color) | 0.0643 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | VideoIndexer | https://videoprocessing.ai/other/film-comparison.html | Accuracy w/ 3 frames error (Hard) | 0.0714 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | TMK | http://openaccess.thecvf.com/content_cvpr_2018/html/Baraldi_LAMV_Learning_to_CVPR_2018_paper.html | Accuracy w/ 3 frames error (Light) | 0.0571 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | TMK | http://openaccess.thecvf.com/content_cvpr_2018/html/Baraldi_LAMV_Learning_to_CVPR_2018_paper.html | Accuracy w/ 3 frames error (Medium geometric) | 0.0446 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | TMK | http://openaccess.thecvf.com/content_cvpr_2018/html/Baraldi_LAMV_Learning_to_CVPR_2018_paper.html | Accuracy w/ 3 frames error (Medium color) | 0.0607 |
Video > Video Understanding > Video Alignment | MSU Video Alignment and Retrieval Benchmark Suite | TMK | http://openaccess.thecvf.com/content_cvpr_2018/html/Baraldi_LAMV_Learning_to_CVPR_2018_paper.html | Accuracy w/ 3 frames error (Hard) | 0.0554 |
Video > Video Understanding > Video Alignment | UPenn Action | TCC + TCN | http://arxiv.org/abs/1904.07846v1 | Kendall's Tau | 0.7672 |
Video > Video Understanding > Video Alignment | UPenn Action | Pr-VIPE | https://arxiv.org/abs/1912.01001v4 | Kendall's Tau | 0.7476 |
Video > Video Understanding > Video Alignment | UPenn Action | TCN | http://arxiv.org/abs/1704.06888v3 | Kendall's Tau | 0.7353 |
Video > Video Understanding > Video Alignment | UPenn Action | TCC + SaL | http://arxiv.org/abs/1904.07846v1 | Kendall's Tau | 0.7286 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-100% | https://arxiv.org/abs/2505.16376v1 | R@1,IoU=0.3 | 23.20 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-100% | https://arxiv.org/abs/2505.16376v1 | R@1,IoU=0.5 | 19.40 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-100% | https://arxiv.org/abs/2505.16376v1 | R@5,IoU=0.3 | 51.38 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-100% | https://arxiv.org/abs/2505.16376v1 | R@5,IoU=0.5 | 44.17 |
Video > Video Understanding > Temporal Sentence Grounding | Ego4D-Goalstep | DeCafNet-50% | https://arxiv.org/abs/2505.16376v1 | R@1,IoU=0.3 | 21.29 |
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