Our new X account is live! Follow @wizwand_team for updates
WorkDL logo mark

SS

Benchmarks

Task NameDataset NameSOTA ResultTrend
Video RecognitionSS v2
Top-1 Acc69.4
47
Action RecognitionSSv2 Few-shot
Top-1 Acc (5-way 1-shot)66.7
42
Few-shot Action RecognitionSS Full meta v2 (test)
Accuracy69
38
Action RecognitionSSv2 Small
Top-1 Acc (1-shot)60.5
26
Text-to-Video RetrievalSS label v2
R@173.3
25
Action RecognitionMiniSS zero-shot v2
Top-1 Accuracy68.8
22
Action RecognitionSS Full v2
1-shot Accuracy75.1
21
Video Action ClassificationSSv2 time-correlated (val)
Top-1 Accuracy48.25
21
Video Action RecognitionSS v2
Base Score19.6
15
5-way few-shot action recognitionSS small v2 (test)
1-shot Accuracy57.5
13
Topic ModelingSS
IRBO100
13
Topic ModelingSS
NPMI0.146
13
Document ClusteringSS (test)
NMI0.547
13
Video ClassificationSS v2 (test val)
Top-1 Accuracy77.5
12
Action RecognitionSSv2 random distribution shifts (test)
Top-1 Accuracy46.32
12
Video TasksSS v2
Accuracy68.9
11
Action-to-Video RetrievalSSv2 events
mAP7.8
10
Action-to-Video RetrievalSS v2
mAP4.3
10
Base-to-novel generalizationSS v2
Top-1 Acc (Base)18.3
9
Language-driven motion control in Text-to-Video generationSSv2 (val)
FVD19.27
8
Video Action RecognitionSS v2 (val)
Top-1 Acc (K=2)8.9
8
Category SplittingSS Split Subset B v2
Generality38.4
7
Category SplittingSSv2 Subset A
Generality0.463
7
Text-to-Video RetrievalSS Temporal zero-shot v2
mAP15.2
7
Action RecognitionSSv2 (split 1)
Accuracy57.2
7
Showing 25 of 38 rows