Scientific Reasoning on HLE
612pass@1Dr.SCI-4B-think
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dr.SCI-4B-thinkModel Category=Thinking Models, Thinking Mode=true, Model Scale=4B2026.02 | 612 | — | |
| o1-miniModel Category=Thinking Models, Thinking Mode=true2026.02 | 568 | — | |
| R1-0528-Qwen3-8BModel Category=Thinking Models, Thinking Mode=true, Model Scale=8B2026.02 | 556 | — | |
| R1-Distill-Qwen-32BModel Category=Thinking Models, Thinking Mode=true, Model Scale=32B2026.02 | 536 | — | |
| Dr.SCI-4B-instructModel Category=Instruct Models, Model Scale=4B2026.02 | 536 | — | |
| QwQ-32BModel Category=Thinking Models, Thinking Mode=true, Model Scale=32B2026.02 | 484 | — | |
| Qwen3-8B-MegaScienceModel Category=Instruct Models, Model Scale=8B, Method Variant=MegaScience2026.02 | 472 | — | |
| General-Reasoner-Qw3-14BModel Category=Instruct Models, Model Scale=14B2026.02 | 468 | — | |
| Qwen3-14B-MegaScienceModel Category=Instruct Models, Model Scale=14B, Method Variant=MegaScience2026.02 | 464 | — | |
| Qwen3-4B thinkingModel Category=Thinking Models, Thinking Mode=true, Model Scale=4B2026.02 | 452 | — | |
| Qwen3-4B non-thinkingModel Category=Instruct Models, Thinking Mode=false, Model Scale=4B2026.02 | 444 | — | |
| Qwen3-8B-VeriFreeModel Category=Instruct Models, Model Scale=8B, Method Variant=VeriFree2026.02 | 436 | — | |
| General-Reasoner-4BModel Category=Instruct Models, Model Scale=4B2026.02 | 432 | — | |
| Qwen3-4B-MegaScienceModel Category=Instruct Models, Model Scale=4B, Method Variant=MegaScience2026.02 | 412 | — | |
| Qwen3-4B-VeriFreeModel Category=Instruct Models, Model Scale=4B, Method Variant=VeriFree2026.02 | 404 | — | |
| GPT-4oModel Category=Instruct Models2026.02 | 348 | — | |
| Qwen3-4B-BaseModel Category=Base, Model Scale=4B2026.02 | 92 | — |