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Models/MUSES

MUSES

Reported on 48 benchmarks across 4 tasks · 1 paper · 44 SOTA

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

Computer Vision36 results

VideoonTHUMOS’14
Avg mAP (0.3:0.7)· 2020-12-17
53.4
best: 76.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonTHUMOS’14
mAP IOU@0.4· 2020-12-17
64
best: 86.7 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonTHUMOS’14
mAP IOU@0.5· 2020-12-17
56.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonTHUMOS’14
mAP IOU@0.6· 2020-12-17
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonTHUMOS’14
mAP IOU@0.7· 2020-12-17
31
best: 56.1 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonMUSES
mAP· 2020-12-17
18.6
best: 27.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonMUSES
mAP@0.3· 2020-12-17
25.9
best: 36.7 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonMUSES
mAP@0.4· 2020-12-17
22.6
best: 33.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonMUSES
mAP@0.5· 2020-12-17
18.9
best: 27.8 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonMUSES
mAP@0.6· 2020-12-17
15
best: 21.9 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonMUSES
mAP@0.7· 2020-12-17
10.6
best: 16.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2020-12-17
53.4
best: 76.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2020-12-17
64
best: 86.7 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2020-12-17
56.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2020-12-17
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2020-12-17
31
best: 56.1 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonMUSES
mAP· 2020-12-17
18.6
best: 27.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonMUSES
mAP@0.3· 2020-12-17
25.9
best: 36.7 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonMUSES
mAP@0.4· 2020-12-17
22.6
best: 33.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonMUSES
mAP@0.5· 2020-12-17
18.9
best: 27.8 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonMUSES
mAP@0.6· 2020-12-17
15
best: 21.9 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonMUSES
mAP@0.7· 2020-12-17
10.6
best: 16.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonTHUMOS’14
Avg mAP (0.3:0.7)· 2020-12-17
53.4
best: 76.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonTHUMOS’14
mAP IOU@0.4· 2020-12-17
64
best: 86.7 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2020-12-17
56.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonTHUMOS’14
mAP IOU@0.6· 2020-12-17
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonTHUMOS’14
mAP IOU@0.7· 2020-12-17
31
best: 56.1 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonMUSES
mAP· 2020-12-17
18.6
best: 27.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonMUSES
mAP@0.3· 2020-12-17
25.9
best: 36.7 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonMUSES
mAP@0.4· 2020-12-17
22.6
best: 33.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonMUSES
mAP@0.5· 2020-12-17
18.9
best: 27.8 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonMUSES
mAP@0.6· 2020-12-17
15
best: 21.9 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonMUSES
mAP@0.7· 2020-12-17
10.6
best: 16.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
VideoonTHUMOS’14
mAP IOU@0.3· 2020-12-17
68.9
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2020-12-17
68.9
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Action LocalizationonTHUMOS’14
mAP IOU@0.3· 2020-12-17
68.9
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434

Methodology12 results

Zero-Shot LearningonTHUMOS’14
Avg mAP (0.3:0.7)· 2020-12-17
53.4
best: 76.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.4· 2020-12-17
64
best: 86.7 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2020-12-17
56.9
best: 80.9 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.6· 2020-12-17
46.3
best: 71 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.7· 2020-12-17
31
best: 56.1 (AdaTAD (VideoMAEv2-giant))
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonMUSES
mAP· 2020-12-17
18.6
best: 27.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonMUSES
mAP@0.3· 2020-12-17
25.9
best: 36.7 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonMUSES
mAP@0.4· 2020-12-17
22.6
best: 33.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonMUSES
mAP@0.5· 2020-12-17
18.9
best: 27.8 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonMUSES
mAP@0.6· 2020-12-17
15
best: 21.9 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonMUSES
mAP@0.7· 2020-12-17
10.6
best: 16.2 (TemporalMaxer)
SOTA
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.3· 2020-12-17
68.9
best: 89.7 (AdaTAD (VideoMAEv2-giant))
Multi-shot Temporal Event Localization: a Benchmark arXiv:2012.09434