Histopathology Image Classification on NCT7K-C
65.26Stain LightLATTE
Evaluation results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| LATTEBase VLM=Quilt2026.01 | 65.26 | 66.95 | 67.92 | 67.44 | 64.45 | 46.7 | 69.72 | 67.42 | 57.09 | 44.82 | 61.78 | |
| CLIPArTTBase VLM=Quilt2026.01 | 55.61 | 53.99 | 67.8 | 65.02 | 56.33 | 49.47 | 62.92 | 57.63 | 57.94 | 42.85 | 56.96 | |
| LAMEBase VLM=Quilt2026.01 | 53.39 | 35.85 | 35.85 | 65.01 | 51.11 | 32.46 | 18.25 | 12.18 | 48.3 | 23.92 | 37.63 | |
| TENTBase VLM=Quilt2026.01 | 51.71 | 13.18 | 60.86 | 63.19 | 40.75 | 14.86 | 9.59 | 10.11 | 28.66 | 9.35 | 30.23 | |
| SourceBase VLM=Quilt2026.01 | 46.77 | 35.72 | 55.53 | 63.89 | 53.36 | 34.25 | 26.77 | 21.59 | 43.75 | 22.63 | 40.43 | |
| TPTBase VLM=Quilt2026.01 | 46.45 | 34.29 | 54.47 | 63.19 | 52.04 | 34.54 | 26.91 | 21.41 | 43.73 | 22.52 | 39.96 |