ResearchBenchmarksCoding on USACOCoding on USACOFollow19.5Pass@1CoNL6.59.87513.2516.625Jan 29, 2026Evaluation resultsMethodMethodLinksPass@1CoNLBackbone=Qwen3-8B, Tra...Backbone=Qwen3-8B, Training Required=true2026.0119.5CoNLBackbone=Qwen3-4B-Inst...Backbone=Qwen3-4B-Instruct, Training Required=true2026.0113.4CoNLBackbone=Llama-3.2-3B,...Backbone=Llama-3.2-3B, Training Required=true2026.018CoNLBackbone=Llama-3.1-8B,...Backbone=Llama-3.1-8B, Training Required=true2026.017