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Models/TCANet (SlowFast R101)

TCANet (SlowFast R101)

Reported on 16 benchmarks across 4 tasks · 1 paper · 12 SOTA

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

Computer Vision12 results

VideoonActivityNet-1.3
mAP· 2021-03-24
37.56
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
VideoonActivityNet-1.3
mAP IOU@0.5· 2021-03-24
54.33
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
VideoonActivityNet-1.3
mAP IOU@0.75· 2021-03-24
39.13
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Temporal Action LocalizationonActivityNet-1.3
mAP· 2021-03-24
37.56
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2021-03-24
54.33
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2021-03-24
39.13
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Action LocalizationonActivityNet-1.3
mAP· 2021-03-24
37.56
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2021-03-24
54.33
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2021-03-24
39.13
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
VideoonActivityNet-1.3
mAP IOU@0.95· 2021-03-24
8.41
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2021-03-24
8.41
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2021-03-24
8.41
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141

Methodology4 results

Zero-Shot LearningonActivityNet-1.3
mAP· 2021-03-24
37.56
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.5· 2021-03-24
54.33
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.75· 2021-03-24
39.13
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.95· 2021-03-24
8.41
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Temporal Context Aggregation Network for Temporal Action Proposal Refinement arXiv:2103.13141