| Benchmark | Model | Rank | Results |
|---|---|---|---|
| code-generation-on-deepswe | DeepSeek-V4-Flash-Vision-Exp (DeepSeek Harness) | – | Pass@1: 0.593 |
| code-generation-on-nl2repo | DeepSeek-V4-Flash-Vision-Exp | – | Accuracy: 57.7 |
| code-generation-on-terminal-bench-2-1 | DeepSeek-V4-Flash-Vision-Exp (DeepSeek Harness) | – | Accuracy: 83.9 |
| vulnerability-reproduction-on-cybergym | DeepSeek-V4-Flash-Vision-Exp (DeepSeek Harness) | – | Success Rate: 75.3 |