eval-Qwen3-235B-A22B-reasoning

# qwen-235b-a22-thinking Evaluation Results

## Summary

| Benchmark | Score | Metric | Samples | Overlong rate |
|-----------|-------|--------|---------|---------------|
| aime24 | 0.782 | math_pass@1:64_samples | 64 | 0.5% |
| aime25 | 0.718 | math_pass@1:64_samples | 64 | 0.1% |
| arenahard | 0.939 | eval/overall_winrate | 500 | 0.0% |
| bbh_generative | 0.884 | extractive_match | 1 | 0.0% |
| creative-writing-v3 | 0.775 | creative_writing_score | 96 | 0.0% |
| drop_generative_nous | 0.903 | drop_acc | 1 | 0.0% |
| eqbench3 | 0.800 | eqbench_score | 135 | 0.0% |
| gpqa_diamond | 0.697 | gpqa_pass@1:8_samples | 8 | 0.1% |
| ifeval | 0.914 | inst_level_loose_acc | 1 | 0.0% |
| lcb-v6-aug2024+ | 0.651 | eval/pass_1 | 1 | 0.2% |
| math_500 | 0.975 | math_pass@1:4_samples | 4 | 0.1% |
| mmlu_generative | 0.893 | extractive_match | 1 | 0.0% |
| mmlu_pro | 0.831 | pass@1:1_samples | 1 | 0.0% |
| musr_generative | 0.672 | extractive_match | 1 | 0.0% |
| obqa_generative | 0.960 | extractive_match | 1 | 0.0% |
| rewardbench | 0.742 | eval/percent_correct | 1 | 0.0% |
| simpleqa_nous | 0.104 | fuzzy_match | 1 | 0.0% |

Overlong rate: 41 / 64,523 samples (0.1%) missing closing `</think>` tag

## Detailed Results

### aime24

| Metric | Score | Std Error |
|--------|-------|----------|
| math_pass@1:1_samples | 0.733 | 0.082 |
| math_pass@1:4_samples | 0.767 | 0.059 |
| math_pass@1:8_samples | 0.787 | 0.059 |
| math_pass@1:16_samples | 0.785 | 0.057 |
| math_pass@1:32_samples | 0.790 | 0.058 |
| math_pass@1:64_samples | 0.782 | 0.058 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:54:33
**Temperature:** 0.6
**Overlong samples:** 0.5% (9 / 1920)

### aime25

| Metric | Score | Std Error |
|--------|-------|----------|
| math_pass@1:1_samples | 0.700 | 0.085 |
| math_pass@1:4_samples | 0.700 | 0.071 |
| math_pass@1:8_samples | 0.717 | 0.064 |
| math_pass@1:16_samples | 0.706 | 0.064 |
| math_pass@1:32_samples | 0.723 | 0.062 |
| math_pass@1:64_samples | 0.718 | 0.060 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:47:11
**Temperature:** 0.6
**Overlong samples:** 0.1% (1 / 1920)

### arenahard

| Metric | Score | Std Error |
|--------|-------|----------|
| eval/overall_winrate | 0.939 | 0.000 |
| eval/total_samples | 500.000 | 0.000 |
| eval/win_count | 451.000 | 0.000 |
| eval/tie_count | 36.000 | 0.000 |
| eval/loss_count | 13.000 | 0.000 |
| eval/win_rate | 0.902 | 0.000 |
| eval/tie_rate | 0.072 | 0.000 |
| eval/loss_rate | 0.026 | 0.000 |
| eval/winrate_arena-hard-v0.1 | 0.939 | 0.000 |

**Model:** qwen-235b-think-arena
**Evaluation Time (hh:mm:ss):** 00:15:56
**Temperature:** 0.6
**Overlong samples:** 0.0% (0 / 500)

### bbh_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.884 | 0.014 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:34:52
**Temperature:** 0.6
**Overlong samples:** 0.0% (2 / 5511)

### creative-writing-v3

| Metric | Score | Std Error |
|--------|-------|----------|
| creative_writing_score | 0.775 | 0.000 |
| num_samples | 96.000 | 0.000 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** N/A
**Temperature:** N/A
**Overlong samples:** 0.0% (0 / 96)

### drop_generative_nous

| Metric | Score | Std Error |
|--------|-------|----------|
| drop_acc | 0.903 | 0.003 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:39:26
**Temperature:** 0.6
**Overlong samples:** 0.0% (2 / 9536)

### eqbench3

| Metric | Score | Std Error |
|--------|-------|----------|
| eqbench_score | 0.800 | 0.000 |
| num_samples | 135.000 | 0.000 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** N/A
**Temperature:** N/A
**Overlong samples:** 0.0% (0 / 135)

### gpqa_diamond

| Metric | Score | Std Error |
|--------|-------|----------|
| gpqa_pass@1:1_samples | 0.667 | 0.034 |
| gpqa_pass@1:4_samples | 0.698 | 0.029 |
| gpqa_pass@1:8_samples | 0.697 | 0.028 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:29:12
**Temperature:** 0.6
**Overlong samples:** 0.1% (2 / 1584)

### ifeval

| Metric | Score | Std Error |
|--------|-------|----------|
| prompt_level_strict_acc | 0.834 | 0.016 |
| inst_level_strict_acc | 0.888 | 0.000 |
| prompt_level_loose_acc | 0.871 | 0.014 |
| inst_level_loose_acc | 0.914 | 0.000 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:05:23
**Temperature:** 0.6
**Overlong samples:** 0.0% (0 / 541)

### lcb-v6-aug2024+

| Metric | Score | Std Error |
|--------|-------|----------|
| eval/pass_1 | 0.651 | 0.000 |
| eval/easy_pass_1 | 0.985 | 0.000 |
| eval/medium_pass_1 | 0.803 | 0.000 |
| eval/hard_pass_1 | 0.364 | 0.000 |
| eval/completion_length | 46846.020 | 0.000 |

**Model:** qwen-235ba22-reasoning
**Evaluation Time (hh:mm:ss):** 10:18:18
**Temperature:** N/A
**Overlong samples:** 0.2% (12 / 7264)

### math_500

| Metric | Score | Std Error |
|--------|-------|----------|
| math_pass@1:1_samples | 0.974 | 0.007 |
| math_pass@1:4_samples | 0.975 | 0.005 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:23:38
**Temperature:** 0.6
**Overlong samples:** 0.1% (3 / 2000)

### mmlu_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.893 | 0.003 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 01:07:22
**Temperature:** 0.6
**Overlong samples:** 0.0% (6 / 14042)

### mmlu_pro

| Metric | Score | Std Error |
|--------|-------|----------|
| pass@1:1_samples | 0.831 | 0.003 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 01:04:20
**Temperature:** 0.6
**Overlong samples:** 0.0% (4 / 12032)

### musr_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.672 | 0.028 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:05:49
**Temperature:** 0.6
**Overlong samples:** 0.0% (0 / 756)

### obqa_generative

| Metric | Score | Std Error |
|--------|-------|----------|
| extractive_match | 0.960 | 0.009 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:02:45
**Temperature:** 0.6
**Overlong samples:** 0.0% (0 / 500)

### rewardbench

| Metric | Score | Std Error |
|--------|-------|----------|
| eval/percent_correct | 0.742 | 0.000 |
| eval/total_samples | 1865.000 | 0.000 |
| eval/correct_samples | 1384.000 | 0.000 |
| eval/format_compliance_rate | 0.995 | 0.000 |
| eval/avg_response_length | 5038.399 | 0.000 |
| eval/response_length_std | 4245.968 | 0.000 |
| eval/judgment_entropy | 1.411 | 0.000 |
| eval/most_common_judgment_freq | 0.261 | 0.000 |
| eval/format_error_rate | 0.005 | 0.000 |
| eval/avg_ties_rating | 3.663 | 0.000 |
| eval/ties_error_rate | 0.015 | 0.000 |
| eval/percent_correct_Factuality | 0.665 | 0.000 |
| eval/percent_correct_Precise IF | 0.425 | 0.000 |
| eval/percent_correct_Math | 0.869 | 0.000 |
| eval/percent_correct_Safety | 0.680 | 0.000 |
| eval/percent_correct_Focus | 0.877 | 0.000 |
| eval/percent_correct_Ties | 0.990 | 0.000 |
| eval/choice_samples | 1763.000 | 0.000 |
| eval/ties_samples | 102.000 | 0.000 |
| eval/choice_format_compliance_rate | 0.995 | 0.000 |
| eval/ties_format_compliance_rate | 1.000 | 0.000 |
| eval/wrong_answer_a_bias_rate | 0.281 | 0.000 |
| eval/wrong_answer_total_count | 480.000 | 0.000 |
| eval/wrong_answer_a_count | 135.000 | 0.000 |

**Model:** qwen-235b-think-reward-redo
**Evaluation Time (hh:mm:ss):** 00:32:51
**Temperature:** 0.6
**Overlong samples:** 0.0% (0 / 1865)

### simpleqa_nous

| Metric | Score | Std Error |
|--------|-------|----------|
| exact_match | 0.077 | 0.004 |
| fuzzy_match | 0.104 | 0.005 |

**Model:** qwen-235b-a22-thinking
**Evaluation Time (hh:mm:ss):** 00:18:19
**Temperature:** 0.6
**Overlong samples:** 0.0% (0 / 4321)