Update README.md

README.md

@@ -42,20 +42,20 @@ nohup bash run_deepscaler_1.5b_24k.sh --model $MODEL_PATH > stage3-continue.log
 ```
 
 ## Evaluation
-We report Pass@1 accuracy averaged over 16 samples for each problem.
 | Model | AIME 2024 | MATH 500 | AMC 2023 | Minerva Math | OlympiadBench | Avg. |
 |-------|-----------|-----------|-----------|--------------|---------------|------|
 | Qwen-2.5-7B-Instruct | 13.3 | 79.8 | 50.6 | 34.6 | 40.7 | 43.8 |
 | rStar-Math-7B | 26.7 | 78.4 | 47.5 | - | 47.1 | - |
 | Eurus-2-7B-PRIME | 26.7 | 79.2 | 57.8 | 38.6 | 42.1 | 48.9 |
-| Qwen2.5-7B-SimpleRL | 26.7 | 82.4 | 62.5 | <strong>39.7</strong> | 43.3 | 50.9 |
+| Qwen2.5-7B-SimpleRL | 26.7 | 82.4 | 62.5 | 39.7 | 43.3 | 50.9 |
 | DeepSeek-R1-Distill-Qwen-1.5B | 28.8 | 82.8 | 62.9 | 26.5 | 43.3 | 48.9 |
 | Still-1.5B | 32.5 | 84.4 | 66.7 | 29.0 | 45.4 | 51.6 |
-| <strong>DeepScaleR-1.5B-Preview</strong> | <strong>43.1</strong> | <strong>87.8</strong> | <strong>73.6</strong> | 30.2 | <strong>50.0</strong> | <strong>57.0</strong> |
-| <strong>DeepScaleR-1.5B-Preview-Reproduce</strong> | <strong>40.4</strong> | <strong>87.9</strong> | <strong>72.0</strong> | 31.5 | <strong>50.2</strong> | <strong>56.4</strong> |
+| DeepScaleR-1.5B-Preview | 43.1 |87.8 |73.6 | 30.2 |50.0 |57.0 |
+| <strong>🎉 DeepScaleR-1.5B-Preview-Reproduce</strong> | 40.4 |87.9 | 72.0 | 31.5 | 50.2 |56.4|
 | O1-Preview | 40.0 | 81.4 | - | - | - | - |
 
 
+
 ## Citation 
 ```bibtex
 @misc{deepscaler2025,