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Cats

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image GenerationCats base model (test)
FID6.76
30
Table-to-Text GenerationCATS (dev)
COVERAGE81.48
18
Image reconstructionCats
PSNR46.6
17
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
Image GenerationCats 128 x 128 (test)
FID16.8
6
Image SynthesisCats (test)
FID16.96
6
Answer-to-sequence generationCATS 1.0 (test)
Fluency8.42
5
Image GenerationCats 256x256 256^2 (train)
FID8.41
5
3D-aware image synthesisCats
FID10.3
5
3D surface reconstructionCats
Mean Chord Error0.0301
2
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