Tile-level classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
96.1F1
24
Feb 26, 2026
98.7Weighted F1 Score
22
Feb 26, 2026
0.975AUC
19
Feb 26, 2026
93.5Weighted F1 Score
16
Feb 26, 2026
0.882Weighted F1 Score
16
Feb 26, 2026
85.3F1 Score (Weighted)
16
Feb 26, 2026
0.568Weighted Avg F1
16
Feb 26, 2026
51.3Weighted F1 Score
16
Feb 26, 2026
0.656Weighted F1 Score
16
Feb 26, 2026
0.532Weighted F1 Score
16
Feb 26, 2026
88.2Weighted F1 Score
16
Feb 26, 2026
0.546Weighted Avg F1
16
Feb 26, 2026
64.3F1 (weighted)
16
Feb 26, 2026
87.1Weighted F1 Score
16
Feb 26, 2026
60.6BA
14
Feb 26, 2026
87.6F1 Score
10
Feb 26, 2026
98.3Balanced Accuracy
8
Feb 26, 2026
96Balanced Acc
6
Feb 26, 2026
94.4Balanced Accuracy
6
Feb 26, 2026
56.7Balanced Accuracy
6
Feb 26, 2026
92.8Balanced Acc
6
Feb 26, 2026
0.918Balanced Accuracy
6
Feb 26, 2026
82.4Balanced Accuracy
6
Feb 26, 2026
86.8Balanced Accuracy
6
Feb 26, 2026
73.8Balanced Acc
6
Feb 26, 2026