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Reasoning quality evaluation on Private (test)
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4.98
Answer Agreement
EchoSonar-R
3.2224
3.6787
4.135
4.5913
Jun 26, 2026
Answer Agreement
Reasoning Efficiency
Factual Correctness
Evidence Grounding
Terminology Accuracy
Average Score
Updated 26d ago
Evaluation Results
Method
Method
Links
Answer Agreement
Reasoning Efficiency
Factual Correctness
Evidence Grounding
Terminology Accuracy
Average Score
EchoSonar-R
Training Strategy=GRPO...
2026.06
4.98
4.98
4.99
5
5
4.99
EchoSonar-R
Training Strategy=SFT-...
2026.06
4.96
4.97
5
5
5
4.99
Lingshu
2026.06
4.02
4.58
4.29
4.68
4.7
4.45
Chiron-o1
2026.06
3.5
3.8
3.49
3.56
3.69
3.61
MedGemma
2026.06
3.33
3.74
4.15
3.71
4.29
3.84
Qwen3-VL
2026.06
3.29
3.73
4.77
3.31
4.96
4.01
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