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Benchmarks
Abnormality Classification on Private n=1,215 studies (test)
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49.4
F1 Score
EchoSonar-R
0.832
13.441
26.05
38.659
Jun 26, 2026
F1 Score
Balanced Accuracy
Updated 26d ago
Evaluation Results
Method
Method
Links
F1 Score
Balanced Accuracy
EchoSonar-R
Training Strategy=GRPO...
2026.06
49.4
67.4
EchoSonar-R
Training Strategy=SFT,...
2026.06
45.1
65.1
Chiron-o1
View Mode=multi-view
2026.06
23.9
50.3
Lingshu
View Mode=multi-view
2026.06
19.9
50.3
Qwen3-VL
View Mode=multi-view
2026.06
19.6
50.3
MedGemma
View Mode=multi-view
2026.06
16.2
49.2
EchoVLM
View Mode=multi-view
2026.06
2.7
50.1
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