DABS Leaderboard
| Rank | Team Name | Model | References | Average | Natural Images | Speech | Text | Multilingual Text | Medical Images | Sensor | Captioned Images | Notes |
|---|
| 1 | DABS Team | ShED | | | 52.9 | 17.8 | 36.5 | 44.0 | 59.9 | 69.1 | 88.7 | 54.3 | |
| 2 | DABS Team | e-Mix | | | 51.4 | 25.5 | 41.8 | 40.1 | 56.2 | 67.7 | 79.5 | 48.9 | |
| Rank | Team Name | Model | References | CoLA | SST-2 | MRPC | QQP | STS-B | MNLI_Matched | MNLI_Mismatched | QNLI | RTE | WNLI | Average | Notes |
|---|
| 1 | DABS Team | ShED | | | 19.0 | 59.3 | 70.1 | 68.6 | 17.6 | 43.1 | 44.2 | 65.5 | 52.7 | 43.6 | 44.0 | |
| 2 | DABS Team | e-Mix | | | 8.4 | 58.1 | 66.2 | 64.3 | 11.4 | 37.8 | 37.5 | 57.9 | 51.3 | 47.9 | 40.1 | |
| Rank | Team Name | Model | References | En | Fr | Es | De | Zh | Jp | Ko | Average | Notes |
|---|
| 1 | DABS Team | ShED | | | 61.5 | 60.9 | 63.7 | 62.2 | 58.6 | 52.0 | 60.6 | 59.9 | |
| 2 | DABS Team | e-Mix | | | 54.9 | 55.9 | 55.5 | 56.5 | 55.4 | 57.4 | 57.7 | 56.2 | |
| Rank | Team Name | Model | References | CIFAR-10 | Textures | Aircrafts | Birds | Traffic-signs | Flowers | Average | Notes |
|---|
| 1 | DABS Team | e-Mix | | | 39.4 | 8.8 | 10.2 | 3.9 | 65.1 | 26.0 | 25.5 | |
| 2 | DABS Team | ShED | | | 39.6 | 18.4 | 5.6 | 3.0 | 27.5 | 13.0 | 17.8 | |
| Rank | Team Name | Model | References | Librispeech | VoxCeleb | Fluent Location | Fluent Actions | Fluent Objects | Google Speech | AudioMNIST | Average | Notes |
|---|
| 1 | DABS Team | e-Mix | | | 60.2 | 2.4 | 60.9 | 29.9 | 39.9 | 19.2 | 80.4 | 41.8 | |
| 2 | DABS Team | ShED | | | 34.8 | 2.8 | 60.2 | 30.5 | 39.4 | 20.7 | 67.3 | 36.5 | |
| Rank | Team Name | Model | References | CheXpert | X-Ray 8 | Average | Notes |
|---|
| 1 | DABS Team | ShED | | | 74.5 | 63.7 | 69.1 | |
| 2 | DABS Team | e-Mix | | | 72.4 | 63.0 | 67.7 | |
| Rank | Team Name | Model | References | PAMAP2 | Average | Notes |
|---|
| 1 | DABS Team | ShED | | | 88.7 | 88.7 | |
| 2 | DABS Team | e-Mix | | | 79.5 | 79.5 | |
| Rank | Team Name | Model | References | VQA | Average | Notes |
|---|
| 1 | DABS Team | ShED | | | 54.3 | 54.3 | |
| 2 | DABS Team | e-Mix | | | 48.9 | 48.9 | |