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Reported on 28 benchmarks across 4 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Computer Vision21 results

VideoonActivityNet-1.3
mAP· 2022-07-14
36.5
best: 42.9 (RDFA-S6 (InternVideo2-6B))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
VideoonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-07-14
52.8
best: 76.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
VideoonTHUMOS’14
mAP IOU@0.3· 2022-07-14
68.6
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
VideoonTHUMOS’14
mAP IOU@0.4· 2022-07-14
63.8
best: 86.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
VideoonTHUMOS’14
mAP IOU@0.5· 2022-07-14
57
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
VideoonTHUMOS’14
mAP IOU@0.6· 2022-07-14
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
VideoonTHUMOS’14
mAP IOU@0.7· 2022-07-14
31.8
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonActivityNet-1.3
mAP· 2022-07-14
36.5
best: 42.9 (RDFA-S6 (InternVideo2-6B))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-07-14
52.8
best: 76.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2022-07-14
68.6
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2022-07-14
63.8
best: 86.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2022-07-14
57
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2022-07-14
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2022-07-14
31.8
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonActivityNet-1.3
mAP· 2022-07-14
36.5
best: 42.9 (RDFA-S6 (InternVideo2-6B))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-07-14
52.8
best: 76.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2022-07-14
68.6
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2022-07-14
63.8
best: 86.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2022-07-14
57
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2022-07-14
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2022-07-14
31.8
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580

Methodology7 results

Zero-Shot LearningonActivityNet-1.3
mAP· 2022-07-14
36.5
best: 42.9 (RDFA-S6 (InternVideo2-6B))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Zero-Shot LearningonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-07-14
52.8
best: 76.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.3· 2022-07-14
68.6
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.4· 2022-07-14
63.8
best: 86.7 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2022-07-14
57
best: 80.9 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.6· 2022-07-14
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.7· 2022-07-14
31.8
best: 56.1 (AdaTAD (VideoMAEv2-giant))
Proposal-Free Temporal Action Detection via Global Segmentation Mask Learning arXiv:2207.06580