Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/G-TAD

G-TAD

Reported on 20 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 Vision15 results

VideoonActivityNet-1.3
mAP· 2019-11-26
34.09
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
VideoonActivityNet-1.3
mAP IOU@0.5· 2019-11-26
50.36
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
VideoonActivityNet-1.3
mAP IOU@0.95· 2019-11-26
9.02
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Temporal Action LocalizationonActivityNet-1.3
mAP· 2019-11-26
34.09
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2019-11-26
50.36
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2019-11-26
9.02
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Action LocalizationonActivityNet-1.3
mAP· 2019-11-26
34.09
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2019-11-26
50.36
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2019-11-26
9.02
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
VideoonActivityNet-1.3
mAP IOU@0.75· 2019-11-26
34.6
best: 44 (RDFA-S6 (InternVideo2-6B))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
VideoonTHUMOS’14
mAP IOU@0.5· 2019-11-26
40.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2019-11-26
34.6
best: 44 (RDFA-S6 (InternVideo2-6B))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Temporal Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2019-11-26
40.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2019-11-26
34.6
best: 44 (RDFA-S6 (InternVideo2-6B))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Action LocalizationonTHUMOS’14
mAP IOU@0.5· 2019-11-26
40.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462

Methodology5 results

Zero-Shot LearningonActivityNet-1.3
mAP· 2019-11-26
34.09
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.5· 2019-11-26
50.36
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.95· 2019-11-26
9.02
best: 10.85 (AdaTAD (VideoMAEv2-giant))
SOTA
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.75· 2019-11-26
34.6
best: 44 (RDFA-S6 (InternVideo2-6B))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462
Zero-Shot LearningonTHUMOS’14
mAP IOU@0.5· 2019-11-26
40.2
best: 80.9 (AdaTAD (VideoMAEv2-giant))
G-TAD: Sub-Graph Localization for Temporal Action Detection arXiv:1911.11462