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Benchmarks
Perception on OneReason-Bench
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36.91
Item Understanding
OneReason SFT thinking
22.4228
26.1839
29.945
33.7061
Jun 4, 2026
Item Understanding
Grounding (Pass@64)
QA Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Item Understanding
Grounding (Pass@64)
QA Score
OneReason SFT thinking
Category=Itemic Token-...
2026.06
36.91
1.06
64.6
OneReason SFT non-thinking
Category=Itemic Token-...
2026.06
36.84
3.95
66.55
OneReason RFT non-thinking
Category=Itemic Token-...
2026.06
36.82
5.24
67.25
OneReason RFT thinking
Category=Itemic Token-...
2026.06
36.78
1.35
65.65
LC-Rec-PT-SFT-8B
Category=Itemic Token-...
2026.06
35.41
5.21
63.9
LC-Rec-SFT-Only-14B
Category=Itemic Token-...
2026.06
26.48
0
56.45
LC-Rec-SFT-Only-8B
Category=Itemic Token-...
2026.06
22.98
0
0.4
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