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Benchmarks
Abnormality Classification on EchoNet-Dynamic (test)
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66.7
F1 Score
EchoVLM
3.156
19.653
36.15
52.647
Jun 26, 2026
F1 Score
Balanced Accuracy
Updated 27d ago
Evaluation Results
Method
Method
Links
F1 Score
Balanced Accuracy
EchoVLM
View Mode=single-view
2026.06
66.7
50
MedGemma
View Mode=single-view
2026.06
51.2
50.5
EchoSonar-R
Training Strategy=GRPO...
2026.06
39.3
60.2
EchoSonar-R
Training Strategy=SFT,...
2026.06
37.2
58.7
Chiron-o1
View Mode=single-view
2026.06
36
51.8
Lingshu
View Mode=single-view
2026.06
7.7
50
Qwen3-VL
View Mode=single-view
2026.06
5.6
50.6
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