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Models/GCA

GCA

Reported on 6 benchmarks across 2 tasks · 2 papers · 2 SOTA

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

Computer Vision4 results

Image MattingonSemantic Image Matting Dataset
MSE(10^3)· 2020-01-13
11
best: 4.7 (SIM)
SOTA
Natural Image Matting via Guided Contextual Attention arXiv:2001.04069
Image MattingonSemantic Image Matting Dataset
Conn· 2020-01-13
36.03
best: 48.77 (IndexNet)
Natural Image Matting via Guided Contextual Attention arXiv:2001.04069
Image MattingonSemantic Image Matting Dataset
Grad· 2020-01-13
28.7
best: 34.19 (IndexNet)
Natural Image Matting via Guided Contextual Attention arXiv:2001.04069
Image MattingonSemantic Image Matting Dataset
SAD· 2020-01-13
39.28
best: 51.29 (IndexNet)
Natural Image Matting via Guided Contextual Attention arXiv:2001.04069

Medical2 results

Protein DesignonCATH 4.2
Perplexity· 2023-05-20
6.05
best: 3.46 (Knowledge-Design)
SOTA
Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement arXiv:2305.15151
Protein DesignonCATH 4.2
Sequence Recovery %(All)· 2023-05-20
37.64
best: 60.77 (Knowledge-Design)
Knowledge-Design: Pushing the Limit of Protein Design via Knowledge Refinement arXiv:2305.15151