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Models/CogView

CogView

Reported on 24 benchmarks across 4 tasks · 1 paper · 16 SOTA

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

Audio12 results

10-shot image generationonCOCO (Common Objects in Context)
FID-1· uses extra data· 2021-05-26
19.4
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
10-shot image generationonCOCO (Common Objects in Context)
FID-2· uses extra data· 2021-05-26
13.9
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
10-shot image generationonCOCO (Common Objects in Context)
FID-4· uses extra data· 2021-05-26
19.4
best: 15.72 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
10-shot image generationonCOCO (Common Objects in Context)
FID-8· uses extra data· 2021-05-26
23.6
best: 14.79 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID-1· uses extra data· 2021-05-26
19.4
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID-2· uses extra data· 2021-05-26
13.9
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID-4· uses extra data· 2021-05-26
19.4
best: 15.72 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID-8· uses extra data· 2021-05-26
23.6
best: 14.79 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
10-shot image generationonCOCO (Common Objects in Context)
FID· uses extra data· 2021-05-26
27.1
best: 5 (RAT-Diffusion)
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
10-shot image generationonCOCO (Common Objects in Context)
Inception score· uses extra data· 2021-05-26
18.2
best: 34.67 (FuseDream (k=10, 256))
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
FID· uses extra data· 2021-05-26
27.1
best: 5 (RAT-Diffusion)
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
1 Image, 2*2 StitchionCOCO (Common Objects in Context)
Inception score· uses extra data· 2021-05-26
18.2
best: 34.67 (FuseDream (k=10, 256))
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290

Medical6 results

Image GenerationonCOCO (Common Objects in Context)
FID-1· uses extra data· 2021-05-26
19.4
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Image GenerationonCOCO (Common Objects in Context)
FID-2· uses extra data· 2021-05-26
13.9
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Image GenerationonCOCO (Common Objects in Context)
FID-4· uses extra data· 2021-05-26
19.4
best: 15.72 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Image GenerationonCOCO (Common Objects in Context)
FID-8· uses extra data· 2021-05-26
23.6
best: 14.79 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Image GenerationonCOCO (Common Objects in Context)
FID· uses extra data· 2021-05-26
27.1
best: 5 (RAT-Diffusion)
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Image GenerationonCOCO (Common Objects in Context)
Inception score· uses extra data· 2021-05-26
18.2
best: 34.67 (FuseDream (k=10, 256))
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290

Natural Language Processing6 results

Text-to-Image GenerationonCOCO (Common Objects in Context)
FID-1· uses extra data· 2021-05-26
19.4
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Text-to-Image GenerationonCOCO (Common Objects in Context)
FID-2· uses extra data· 2021-05-26
13.9
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Text-to-Image GenerationonCOCO (Common Objects in Context)
FID-4· uses extra data· 2021-05-26
19.4
best: 15.72 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Text-to-Image GenerationonCOCO (Common Objects in Context)
FID-8· uses extra data· 2021-05-26
23.6
best: 14.79 (Lafite (zero-shot))
SOTA
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Text-to-Image GenerationonCOCO (Common Objects in Context)
FID· uses extra data· 2021-05-26
27.1
best: 5 (RAT-Diffusion)
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290
Text-to-Image GenerationonCOCO (Common Objects in Context)
Inception score· uses extra data· 2021-05-26
18.2
best: 34.67 (FuseDream (k=10, 256))
CogView: Mastering Text-to-Image Generation via Transformers arXiv:2105.13290