| Task Type: Retrieval | |
| | Model | T2Retrieval | MMarcoRetrieval | DuRetrieval | CovidRetrieval | CmedqaRetrieval | EcomRetrieval | MedicalRetrieval | VideoRetrieval | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:| | |
| | yiyouliao | 50.65 | 58.43 | 51.59 | 43.84 | 13.59 | 33.07 | 29.72 | 35.54 | 39.55 | | |
| Task Type: STS | |
| | Model | ATEC | BQ | LCQMC | PAWSX | STSB | AFQMC | QBQTC | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:| | |
| | yiyouliao | 30.75 | 38.67 | 70.19 | 12.55 | 79.43 | 21.79 | 24.97 | 39.76 | | |
| Task Type: PairClassification | |
| | Model | Ocnli | Cmnli | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:| | |
| | yiyouliao | 63.69 | 77.12 | 70.41 | | |
| Task Type: Classification | |
| | Model | TNews | IFlyTek | MultilingualSentiment | JDReview | OnlineShopping | Waimai | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:| | |
| | yiyouliao | 45.2 | 45.13 | 61.49 | 70.3 | 84.78 | 82.39 | 64.88 | | |
| Task Type: Reranking | |
| | Model | T2Reranking | MmarcoReranking | CMedQAv1 | CMedQAv2 | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:| | |
| | yiyouliao | 67.56 | 19.85 | 53.2 | 55.41 | 49.01 | | |
| Task Type: Clustering | |
| | Model | CLSClusteringS2S | CLSClusteringP2P | ThuNewsClusteringS2S | ThuNewsClusteringP2P | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:| | |
| | yiyouliao | 35.37 | 38.78 | 52.14 | 58.32 | 46.15 | | |
| Overall | |
| | Model | Retrieval | STS | PairClassification | Classification | Reranking | Clustering | Avg | | |
| |:-------------------------------|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:|:--------:| | |
| | yiyouliao | 39.55 | 39.76 | 70.41 | 64.88 | 49.01 | 46.15 | 48.56 | | |