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Models/ICT

ICT

Reported on 8 benchmarks across 4 tasks · 2 papers

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

Computer Vision5 results

Image InpaintingonCelebA-HQ
FID· 2021-03-25
12.84
best: 4.86 (MAT)
High-Fidelity Pluralistic Image Completion with Transformers arXiv:2103.14031
Image InpaintingonCelebA-HQ
P-IDS· 2021-03-25
0.13
best: 13.83 (MAT)
High-Fidelity Pluralistic Image Completion with Transformers arXiv:2103.14031
Image InpaintingonCelebA-HQ
U-IDS· 2021-03-25
0.58
best: 25.33 (MAT)
High-Fidelity Pluralistic Image Completion with Transformers arXiv:2103.14031
Image ClassificationonSVHN, 1000 labels
Accuracy· 2019-03-09
96.11
best: 97.58 (EnAET)
Interpolation Consistency Training for Semi-Supervised Learning arXiv:1903.03825
Semi-Supervised Image ClassificationonSVHN, 1000 labels
Accuracy· 2019-03-09
96.11
best: 97.58 (EnAET)
Interpolation Consistency Training for Semi-Supervised Learning arXiv:1903.03825

Medical3 results

Image GenerationonCelebA-HQ
FID· 2021-03-25
12.84
best: 4.86 (MAT)
High-Fidelity Pluralistic Image Completion with Transformers arXiv:2103.14031
Image GenerationonCelebA-HQ
P-IDS· 2021-03-25
0.13
best: 13.83 (MAT)
High-Fidelity Pluralistic Image Completion with Transformers arXiv:2103.14031
Image GenerationonCelebA-HQ
U-IDS· 2021-03-25
0.58
best: 25.33 (MAT)
High-Fidelity Pluralistic Image Completion with Transformers arXiv:2103.14031