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Models/ActionMamba (InternVideo2-6B)

ActionMamba (InternVideo2-6B)

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· 2024-03-14
42.02
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
VideoonActivityNet-1.3
mAP IOU@0.5· 2024-03-14
62.43
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
VideoonActivityNet-1.3
mAP IOU@0.75· 2024-03-14
43.49
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Temporal Action LocalizationonActivityNet-1.3
mAP· 2024-03-14
42.02
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2024-03-14
62.43
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2024-03-14
43.49
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Action LocalizationonActivityNet-1.3
mAP· 2024-03-14
42.02
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Action LocalizationonActivityNet-1.3
mAP IOU@0.5· 2024-03-14
62.43
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Action LocalizationonActivityNet-1.3
mAP IOU@0.75· 2024-03-14
43.49
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
VideoonActivityNet-1.3
mAP IOU@0.95· 2024-03-14
10.23
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Temporal Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2024-03-14
10.23
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Action LocalizationonActivityNet-1.3
mAP IOU@0.95· 2024-03-14
10.23
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626

Methodology4 results

Zero-Shot LearningonActivityNet-1.3
mAP· 2024-03-14
42.02
best: 42.9 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.5· 2024-03-14
62.43
best: 64.1 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.75· 2024-03-14
43.49
best: 44 (RDFA-S6 (InternVideo2-6B))
SOTA
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626
Zero-Shot LearningonActivityNet-1.3
mAP IOU@0.95· 2024-03-14
10.23
best: 10.85 (AdaTAD (VideoMAEv2-giant))
Video Mamba Suite: State Space Model as a Versatile Alternative for Video Understanding arXiv:2403.09626