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Composite action recognition 벤치마크

Composite action recognition on CATER

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Average-mAP

25.45 36.53 47.61 58.68 69.76 2022-12 2026-09 Single stream SCI3D — 69.76 (2022-12-21) SCI3D — 66.71 (2022-12-21) R3D-NL — 52.19 (2022-12-21) FasterRCNN — 25.45 (2022-12-21) Single stream SCI3D — 69.76 (2022-12-21) SCI3D — 66.71 (2022-12-21) R3D-NL — 52.19 (2022-12-21) FasterRCNN — 25.45 (2022-12-21) Single stream SCI3D — 69.76 (2022-12-21) SCI3D — 66.71 (2022-12-21) R3D-NL — 52.19 (2022-12-21) FasterRCNN — 25.45 (2022-12-21) Single stream SCI3D — 69.76 (2022-12-21)
RankModel Average-mAP Extra Training Data PaperCodeYear
1 Single stream SCI3D 69.76 ✓ Deep set conditioned latent representations for action recognition 2022
2 SCI3D 66.71 ✓ Deep set conditioned latent representations for action recognition 2022
3 R3D-NL 52.19 ✓ Deep set conditioned latent representations for action recognition 2022
4 FasterRCNN 25.45 ✓ Deep set conditioned latent representations for action recognition 2022
5 Single stream SCI3D 69.76 ✓ Deep set conditioned latent representations for action recognition 2022
6 SCI3D 66.71 ✓ Deep set conditioned latent representations for action recognition 2022
7 R3D-NL 52.19 ✓ Deep set conditioned latent representations for action recognition 2022
8 FasterRCNN 25.45 ✓ Deep set conditioned latent representations for action recognition 2022
9 Single stream SCI3D 69.76 ✓ Deep set conditioned latent representations for action recognition 2022
10 SCI3D 66.71 ✓ Deep set conditioned latent representations for action recognition 2022
11 R3D-NL 52.19 ✓ Deep set conditioned latent representations for action recognition 2022
12 FasterRCNN 25.45 ✓ Deep set conditioned latent representations for action recognition 2022
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