Image Classification on WSSS4LUAD
90.4Top-1 AccuracySOTA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SOTAsetting=Transductive2025.06 | 90.4 | — | |
| T-MUSKsetting=Transductive2025.06 | 88.2 | — | |
| T-PLIPsetting=Transductive2025.06 | 85 | — | |
| T-CONCHsetting=Transductive2025.06 | 84.9 | — | |
| CONCHsetting=Zero-shot2025.06 | 82.2 | — | |
| MUSKsetting=Zero-shot2025.06 | 75.4 | — | |
| PLIPsetting=Zero-shot2025.06 | 73.1 | — | |
| T-CLIPsetting=Transductive2025.06 | 66.7 | — | |
| CLIPsetting=Zero-shot2025.06 | 64.9 | — | |
| OpenAI CLIPZero-shot=true2026.01 | — | 61.6 | |
| PathCLIPZero-shot=true2026.01 | — | 81.1 | |
| PathGen-CLIPZero-shot=true2026.01 | — | 82.9 | |
| PLIPZero-shot=true2026.01 | — | 69.5 | |
| Quilt-LLaVAZero-shot=true2026.01 | — | 78.2 | |
| ReinPathZero-shot=true2026.01 | — | 83.2 |