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"type": "benchpress-composition",
"schema_version": 1,
"name": "coding-mix",
"created_at": "2026-07-07T18:09:56+00:00",
"abilities": [
"algorithmic_decomposition",
"rule_constrained_reasoning"
],
"sources": [
{
"benchmark": "HumanEval",
"repo_id": "evalplus/humanevalplus",
"config": "default",
"split": "test",
"revision": "d32357cf319e50e9c8d8dab5ea876c72b0fd321b",
"gated": false,
"license": "apache-2.0",
"n_samples": 100
},
{
"benchmark": "MBPP",
"repo_id": "google-research-datasets/mbpp",
"config": "full",
"split": "test",
"revision": "4bb6404fdc6cacfda99d4ac4205087b89d32030c",
"gated": false,
"license": "cc-by-4.0",
"n_samples": 150
},
{
"benchmark": "LiveCodeBench",
"repo_id": "livecodebench/code_generation",
"config": null,
"split": "test",
"revision": "bb83f1c3c643a772b7a2a8f07bd62c2aab76be8f",
"gated": false,
"license": "cc",
"n_samples": 100
}
],
"combine": {
"method": "concat",
"seed": 42,
"shuffle": true
},
"references": {
"models": {
"Claude-3.5-Sonnet": 0.7997,
"Claude-Sonnet-4": 0.8314,
"DeepSeek-v3": 0.604,
"GPT-4o": 0.7206,
"GPT-oss-20b": 0.8069,
"Gemma-3-4B": 0.3671,
"Llama-3.1-8B": 0.5489,
"Phi-4-Mini": 0.5504,
"Qwen2.5-72B": 0.784,
"Qwen3-235B": 0.8086
},
"per_benchmark": {
"HumanEval": {
"DeepSeek-v3": 0.652,
"GPT-4o": 0.902,
"Qwen2.5-72B": 0.866,
"Claude-3.5-Sonnet": 0.92,
"Llama-3.1-8B": 0.665,
"Phi-4-Mini": 0.744,
"Gemma-3-4B": 0.36,
"Claude-Sonnet-4": 0.963,
"Qwen3-235B": 0.902,
"GPT-oss-20b": 0.73,
"GPT-oss-120b": 0.71,
"KIMI-K2": 0.933
},
"MBPP": {
"DeepSeek-v3": 0.754,
"GPT-4o": 0.862,
"Qwen2.5-72B": 0.882,
"Qwen3-235B": 0.814,
"Claude-3.5-Sonnet": 0.892,
"Llama-3.1-8B": 0.694,
"Phi-4-Mini": 0.653,
"Gemma-3-4B": 0.46,
"Claude-Sonnet-4": 0.858,
"GPT-oss-20b": 0.878
},
"LiveCodeBench": {
"DeepSeek-v3": 0.331,
"GPT-4o": 0.327,
"Qwen2.5-72B": 0.555,
"Qwen3-235B": 0.707,
"Claude-3.5-Sonnet": 0.541,
"GPT-oss-120b": 0.878,
"GPT-oss-20b": 0.777,
"Llama-3.1-8B": 0.215,
"Phi-4-Mini": 0.203,
"Claude-Sonnet-4": 0.66,
"KIMI-K2": 0.853,
"GLM-4.7": 0.894,
"Gemma-3-4B": 0.235
}
},
"note": "models = n_samples-weighted mean; only models scored on every source are included."
}
} |