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Models/TLDM

TLDM

Reported on 8 benchmarks across 4 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Audio4 results

10-shot image generationonCOCO (Common Objects in Context)
FID· 2022-02-19
6.29
best: 5 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
10-shot image generationonCUB
FID· 2022-02-19
6.72
best: 6.36 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID· 2022-02-19
6.29
best: 5 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
1 Image, 2*2 StitchionCUB
FID· 2022-02-19
6.72
best: 6.36 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671

Medical2 results

Image GenerationonCOCO (Common Objects in Context)
FID· 2022-02-19
6.29
best: 5 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
Image GenerationonCUB
FID· 2022-02-19
6.72
best: 6.36 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671

Natural Language Processing2 results

Text-to-Image GenerationonCOCO (Common Objects in Context)
FID· 2022-02-19
6.29
best: 5 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671
Text-to-Image GenerationonCUB
FID· 2022-02-19
6.72
best: 6.36 (RAT-Diffusion)
SOTA
Truncated Diffusion Probabilistic Models and Diffusion-based Adversarial Auto-Encoders arXiv:2202.09671