Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Action Recognition research benchmarks – Page 21 · SOTA2 Research

Action Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SSv2 10K clips (test)

20.4Probe Accuracy

8

Apr 7, 2026

NTU 120 Xsub 80/40 Split

40.1Accuracy

8

Apr 2, 2026

PKU-MMD 39/12 Split I (Xview)

58.7Accuracy

8

Apr 2, 2026

PKU-MMD Xsub I (39/12 Split)

55.4Accuracy

8

Apr 2, 2026

VPHMDB Novel Actions trained on VPUCF

92.23Top-1 Acc

8

Mar 30, 2026

Kinetics50-C audio unimodal shift setting mixed severity levels

77.1Acc (Gaussian)

8

Feb 26, 2026

HAT Action Swap

45.73SHAcc

8

Feb 26, 2026

Toyota SmartHome (Average)

69.8Mean Top-1 Acc

8

Feb 26, 2026

NTU-RGB+D 51 (N51) to PKU-MMD 51 (P51) (cross-dataset)

Recover-and-Resample

72.2Accuracy

8

Feb 26, 2026

Moments in Time (MiT) (test)

InternVideo2s2-6B

47.8Top-1 Acc

8

Feb 26, 2026

HandFormer-B/21×8

93.39Action Accuracy

8

Feb 26, 2026

84.71Accuracy

8

Feb 26, 2026

29.21Noun Top-1 Acc

8

Feb 26, 2026

26mAP

8

Feb 26, 2026

68.7Mean Class Accuracy

8

Feb 26, 2026

69.1Harmonic Mean Acc

8

Feb 26, 2026

NW-UCLA 15% labels (test)

78.2Accuracy

8

Feb 26, 2026

33.2Mean Class Acc

8

Feb 26, 2026

0.805Top-1 Acc (10% FS)

8

Feb 26, 2026

20.1CMAP

8

Feb 26, 2026

P-HVU Action (test)

20.1cMAP

8

Feb 26, 2026

98.2Accuracy

8

Feb 26, 2026

96.21mAP

8

Feb 26, 2026

NTU-120 (Cross-Subject 2 (CS2))

VPN++ + 3D Poses

92.5Top-1 Accuracy

8

Feb 26, 2026

UCF101 v1 (test)

94.8Accuracy

8

Feb 26, 2026

Page 21 of 32

Popular datasets

UCF101 HMDB Kinetics NTU RGB+D NTU

Follow for updates

Join SOTA2 Contact