add hybrid retrieval results (alpha=0.5, AVG=40.41)
Browse files
README.md
CHANGED
|
@@ -56,6 +56,7 @@ Results on the [CoIR benchmark](https://github.com/CoIR-team/coir) (NDCG@10, `mt
|
|
| 56 |
| Model | Params | AVG | AppsRetrieval | COIRCodeSearchNet | CodeFeedbackMT | CodeFeedbackST | CodeSearchNetCC | CodeTransContest | CodeTransDL | CosQA | StackOverflow | Text2SQL |
|
| 57 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| 58 |
| CodeRankEmbed | 137M | 59.14 | 23.46 | 94.70 | 42.61 | 78.11 | 76.39 | 66.43 | 34.84 | 35.92 | 80.53 | 58.37 |
|
|
|
|
| 59 |
| BM25 | — | 39.11 | 4.76 | 32.45 | 59.69 | 67.85 | 33.00 | 47.29 | 32.97 | 15.53 | 69.54 | 28.07 |
|
| 60 |
| **potion-code-16M** | **16M** | **37.05** | **3.97** | **42.99** | **36.26** | **50.27** | **43.40** | **39.76** | **31.72** | **21.37** | **57.47** | **43.34** |
|
| 61 |
| potion-retrieval-32M | 32M | 32.10 | 4.22 | 31.80 | 36.71 | 45.11 | 38.64 | 29.97 | 32.62 | 8.70 | 56.26 | 36.93 |
|
|
|
|
| 56 |
| Model | Params | AVG | AppsRetrieval | COIRCodeSearchNet | CodeFeedbackMT | CodeFeedbackST | CodeSearchNetCC | CodeTransContest | CodeTransDL | CosQA | StackOverflow | Text2SQL |
|
| 57 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
|
| 58 |
| CodeRankEmbed | 137M | 59.14 | 23.46 | 94.70 | 42.61 | 78.11 | 76.39 | 66.43 | 34.84 | 35.92 | 80.53 | 58.37 |
|
| 59 |
+
| **potion-code-16M + Hybrid** | **16M** | **40.41** | **5.23** | **34.03** | **51.23** | **64.26** | **33.22** | **52.67** | **31.14** | **21.63** | **69.65** | **41.03** |
|
| 60 |
| BM25 | — | 39.11 | 4.76 | 32.45 | 59.69 | 67.85 | 33.00 | 47.29 | 32.97 | 15.53 | 69.54 | 28.07 |
|
| 61 |
| **potion-code-16M** | **16M** | **37.05** | **3.97** | **42.99** | **36.26** | **50.27** | **43.40** | **39.76** | **31.72** | **21.37** | **57.47** | **43.34** |
|
| 62 |
| potion-retrieval-32M | 32M | 32.10 | 4.22 | 31.80 | 36.71 | 45.11 | 38.64 | 29.97 | 32.62 | 8.70 | 56.26 | 36.93 |
|