Slide-level classification on BRACS (F1-score)
63.8F1 ScoreTICON
Evaluation Results
| Method | Links | |
|---|---|---|
| TICONbackbone=CONCHv1.5, aggregator=TANGLE2025.12 | 63.8 | |
| TITANbackbone=CONCHv1.5, aggregator=TANGLE2025.12 | 63.7 | |
| TICONbackbone=H-optimus-1, aggregator=TANGLE2025.12 | 62.6 | |
| CONCHv1.5contextualizer=None (Tile-encoder only), aggregator=TANGLE2025.12 | 60.6 | |
| H-optimus-1contextualizer=None (Tile-encoder only), aggregator=TANGLE2025.12 | 60.4 | |
| TICONbackbone=Gigapath, aggregator=TANGLE2025.12 | 59.9 | |
| Gigapath-SEbackbone=Gigapath, aggregator=TANGLE2025.12 | 59.1 | |
| TICONbackbone=UNI2-h, aggregator=TANGLE2025.12 | 58.9 | |
| Gigapathcontextualizer=None (Tile-encoder only), aggregator=TANGLE2025.12 | 58.4 | |
| UNI2-hcontextualizer=None (Tile-encoder only), aggregator=TANGLE2025.12 | 53.8 |