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Cats

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image GenerationCats base model (test)
FID6.76
30
Multivariate Time-Series Anomaly DetectionCATS v2
VUS-PR0.31
27
Time-Series Anomaly DetectionCATS v2
VUS-ROC76
27
Time-Series Anomaly DetectionCATS v2
AUC-ROC0.75
27
Time-Series Anomaly DetectionCATS v2
Standard F144
27
Time-Series Anomaly DetectionCATS v2
AUC-PR36
27
Table-to-Text GenerationCATS (dev)
COVERAGE81.48
18
Image reconstructionCats
PSNR46.6
17
Gaussian Deblur 12Cats
LPIPS0.25
14
Gaussian Deblur 3Cats
LPIPS0.11
14
Super Resolution 16xCats
LPIPS0.24
14
Super Resolution 4xCats
LPIPS0.08
14
InpaintingCats
LPIPS0.08
14
Image Super-resolutionCats 512x512 (test val)
FID4.83
10
Table-to-Text GenerationCATS-S (test)
COVERAGE82.96
9
Table-to-Text GenerationCATS (test)
COVERAGE82.4
9
3D-aware Image SynthesisCats (test)
FID4.83
9
Combinatorial Auction Winner DeterminationCATS arbitrary
Gap0
8
Few-Shot Image GenerationCats 10-shot
FID51.85
6
Image GenerationCats 128 x 128 (test)
FID16.8
6
Image SynthesisCats (test)
FID16.96
6
Gaussian Deblur 9Cats
LPIPS0.23
5
Gaussian Deblur 6Cats
LPIPS0.2
5
Super Resolution 12xCats
LPIPS0.2
5
Super Resolution 8xCats
LPIPS0.16
5
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