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 20 · SOTA2 Research

Action Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

22.2Accuracy Index (AI)

9

Feb 26, 2026

Diving 48 V2 (test)

Video-FocalNet-B

90.8Top-1 Acc

9

Feb 26, 2026

48.8Top-1 Acc

9

Feb 26, 2026

Skeleton Transformer

63.2Accuracy

9

Mar 17, 2026

OrientationAware-HAR

47.41Top-1 Accuracy

9

May 22, 2026

UCF -> PA-HMDB (test)

43.6Top-1 Acc

9

Feb 26, 2026

UCF -> HMDB (test)

35.6Top-1 Acc

9

Feb 26, 2026

Soccer-10 (val)

90.3Top-1 Acc

9

Feb 26, 2026

Basketball-8 (val)

83.8Top-1 Accuracy

9

Feb 26, 2026

MSOE-two-stream

0.97Static Accuracy

9

Feb 26, 2026

UCF-Olympic O → U small

92.92Accuracy

9

Feb 26, 2026

UCF-Olympic U → O small

TemPooling + DANN

98.15Accuracy

9

Feb 26, 2026

86.7Accuracy

9

Feb 26, 2026

sub-J-HMDB (test)

Action Conditioned Pictorial Structure + IDT-FV

74.6Accuracy

9

Feb 26, 2026

98.46Accuracy

8

Jul 7, 2026

HMDB51 40% labels (test)

51.8Top-1 Accuracy (Video-level)

8

Jun 23, 2026

Weizmann database (leave-one-out)

Ikizler and Duygulu

100Accuracy

8

Jun 4, 2026

PSTNet MotionPDE

95.58Accuracy

8

Jun 2, 2026

HA-ViD RH v1.0 (test)

62.6Top-1 Accuracy

8

Jun 1, 2026

HA-ViD LH v1.0 (test)

62.4Top-1 Accuracy

8

Jun 1, 2026

35.55Accuracy (OOD)

8

May 26, 2026

68.45Accuracy (ID)

8

May 26, 2026

18Base Score

8

May 25, 2026

NTU-RGB+D Xset 120 (110/10 Split)

77.1Accuracy

8

May 13, 2026

NTU-RGB+D Xview 60 (48/12 Split)

65.9Accuracy

8

May 13, 2026

Page 20 of 32

Popular datasets

UCF101 HMDB Kinetics NTU RGB+D NTU

Follow for updates

Join SOTA2 Contact