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

Video Classification research benchmarks – Page 3 · SOTA2 Research

Video Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

UCF-101 base-to-novel

95.9Accuracy (Base)

16

Jun 25, 2026

Kinetics-400 Supervised (train)

84.7Top-1 Acc

16

Feb 26, 2026

MultiHateClip Chinese (test)

75.9Accuracy

15

Feb 26, 2026

HateMM English (test)

82.1Accuracy

15

Feb 26, 2026

78.4Average Accuracy (Corruption Robustness)

15

Feb 26, 2026

95.5Accuracy

15

Feb 26, 2026

VGGSound-C severity level 5

54.7Accuracy (Gaussian Blur)

14

Mar 4, 2026

Kinetics50-C unimodal (test)

49.96Gaussian

14

Feb 26, 2026

Kinetics-700 (val)

81.1Top-1 Acc

14

Feb 26, 2026

66.7Accuracy (%)

13

May 20, 2026

TRUS video dataset (patient-level 5-fold cross-val)

86.22Accuracy

13

Apr 27, 2026

98.24Top-1 Accuracy

13

Feb 27, 2026

83.3Top-1 Accuracy

13

Feb 26, 2026

91Accuracy

12

Apr 20, 2026

EK100 (test val)

56.4Top-1 Acc

12

Feb 26, 2026

SS v2 (test val)

77.5Top-1 Accuracy

12

Feb 26, 2026

Kinetics 400 (fine-tuning)

82.1Top-1 Accuracy

12

Feb 26, 2026

Kinetics (test)

80.8Top-1 Accuracy

12

Feb 26, 2026

Kinetics-600 v1.0 (test)

MaskFeat (MViT-L↑312, 40×3)

88.3Top-1 Accuracy

12

Feb 26, 2026

Charades v1 (test)

EvaNet (Ensemble)

0.381mAP

12

Feb 26, 2026

75.81Accuracy

11

Mar 12, 2026

Mini-Kinetics-200 (val)

81.8Top-1 Acc

11

Feb 26, 2026

51.72Accuracy

11

Mar 4, 2026

Diving-48 v1 (test)

StructViT-B-4-1

88.3Top-1 Accuracy

11

Feb 26, 2026

99.5Accuracy

10

Mar 12, 2026

Page 3 of 6

Popular datasets

Kinetics UCF Something-Something HMDB UCF101

Follow for updates

Join SOTA2 Contact