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Models/BasicTAD (112,3,96,R50-SlowOnly)

BasicTAD (112,3,96,R50-SlowOnly)

Reported on 24 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 Vision18 results

VideoonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-05-05
54.9
best: 76.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
VideoonTHUMOS’14
mAP IOU@0.3· 2022-05-05
68.4
best: 89.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
VideoonTHUMOS’14
mAP IOU@0.4· 2022-05-05
65
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
VideoonTHUMOS’14
mAP IOU@0.5· 2022-05-05
58.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
VideoonTHUMOS’14
mAP IOU@0.6· 2022-05-05
49.2
best: 71 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
VideoonTHUMOS’14
mAP IOU@0.7· 2022-05-05
33.5
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Temporal Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-05-05
54.9
best: 76.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2022-05-05
68.4
best: 89.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2022-05-05
65
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2022-05-05
58.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2022-05-05
49.2
best: 71 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2022-05-05
33.5
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-05-05
54.9
best: 76.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2022-05-05
68.4
best: 89.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2022-05-05
65
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2022-05-05
58.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2022-05-05
49.2
best: 71 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2022-05-05
33.5
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717

Methodology6 results

Zero-Shot LearningonTHUMOS’14
Avg mAP (0.3:0.7)· 2022-05-05
54.9
best: 76.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.3· 2022-05-05
68.4
best: 89.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.4· 2022-05-05
65
best: 86.7 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2022-05-05
58.6
best: 80.9 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.6· 2022-05-05
49.2
best: 71 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.7· 2022-05-05
33.5
best: 56.1 (AdaTAD (VideoMAEv2-giant))
BasicTAD: an Astounding RGB-Only Baseline for Temporal Action Detection arXiv:2205.02717