# Mathematical Problem Solving on AIME Seeds 2024 II (Avg@5 (%))

Source: [Mathematical Problem Solving on AIME Seeds 2024 II (Avg@5 (%))](<https://www.sota2.com/research/sota/mathematical-problem-solving-on-aime-seeds-2024-ii-avg-at-5-percent>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:36:32.559Z

Evaluation of model performance on the AIME Seeds 2024 II dataset for mathematical problem solving, measured using the Avg@5 (%) metric.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Mathematical Problem Solving |
| Dataset (including any stated split) | AIME Seeds 2024 II |
| Metric | Avg@5 (%) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Avg@5 (%)](<https://www.sota2.com/research/sota/mathematical-problem-solving-on-aime-seeds-2024-ii-avg-at-5-percent.md?metric=Avg%405%20(%25)>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Avg@5 (%) | Result date | Report paper |
| --- | --- | --- | --- |
| GLM-4.6 | 94.3 | Not recorded | 6993f6229ebc499c97409b26 |
| GPT-5.1-high | 94.3 | Not recorded | 6993f6229ebc499c97409b26 |
| Gemini-2.5-Pro | 92.9 | Not recorded | 6993f6229ebc499c97409b26 |
| Seed-1.6-1015-high | 92.9 | Not recorded | 6993f6229ebc499c97409b26 |
| DeepSeek-V3.2-thinking | 91.4 | Not recorded | 6993f6229ebc499c97409b26 |
| Claude-Sonnet-4.5-thinking | 90 | Not recorded | 6993f6229ebc499c97409b26 |
| DeepSeek-V3.1-thinking | 90 | Not recorded | 6993f6229ebc499c97409b26 |
| GPT-5-high | 88.6 | Not recorded | 6993f6229ebc499c97409b26 |
| Seed-1.6-Lite-1015-high | 88.6 | Not recorded | 6993f6229ebc499c97409b26 |
| Seed-1.6-Thinking-0715 | 87.1 | Not recorded | 6993f6229ebc499c97409b26 |
| Kimi-K2-thinking | 85.7 | Not recorded | 6993f6229ebc499c97409b26 |
| Minimax-M2 | 82.9 | Not recorded | 6993f6229ebc499c97409b26 |
| Qwen3-max-0923 | 80 | Not recorded | 6993f6229ebc499c97409b26 |
| Gemini-3-Pro-Preview | 75.7 | Not recorded | 6993f6229ebc499c97409b26 |
| Kimi-K2-0905 | 71.4 | Not recorded | 6993f6229ebc499c97409b26 |
| GPT-5.1-chat-latest | 52.9 | Not recorded | 6993f6229ebc499c97409b26 |

### GLM-4.6

Avg@5 (%): 94.3. Result ID: 699a6b615698665ec4f3d752.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GPT-5.1-high

Avg@5 (%): 94.3. Result ID: 699a6b615698665ec4f3d753.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Gemini-2.5-Pro

Avg@5 (%): 92.9. Result ID: 699a6b615698665ec4f3d751.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Seed-1.6-1015-high

Avg@5 (%): 92.9. Result ID: 699a6b615698665ec4f3d757.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DeepSeek-V3.2-thinking

Avg@5 (%): 91.4. Result ID: 699a6b615698665ec4f3d756.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Claude-Sonnet-4.5-thinking

Avg@5 (%): 90. Result ID: 699a6b615698665ec4f3d754.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### DeepSeek-V3.1-thinking

Avg@5 (%): 90. Result ID: 699a6b615698665ec4f3d760.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GPT-5-high

Avg@5 (%): 88.6. Result ID: 699a6b615698665ec4f3d75b.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Seed-1.6-Lite-1015-high

Avg@5 (%): 88.6. Result ID: 699a6b615698665ec4f3d75f.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Seed-1.6-Thinking-0715

Avg@5 (%): 87.1. Result ID: 699a6b615698665ec4f3d755.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Kimi-K2-thinking

Avg@5 (%): 85.7. Result ID: 699a6b615698665ec4f3d758.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Minimax-M2

Avg@5 (%): 82.9. Result ID: 699a6b615698665ec4f3d759.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Qwen3-max-0923

Avg@5 (%): 80. Result ID: 699a6b615698665ec4f3d75d.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Gemini-3-Pro-Preview

Avg@5 (%): 75.7. Result ID: 699a6b615698665ec4f3d75a.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Kimi-K2-0905

Avg@5 (%): 71.4. Result ID: 699a6b615698665ec4f3d75c.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### GPT-5.1-chat-latest

Avg@5 (%): 52.9. Result ID: 699a6b615698665ec4f3d75e.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6229ebc499c97409b26.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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