| Benchmark | Model | Rank | Results |
|---|---|---|---|
| dialogue-state-tracking-on-simmc2-0 | PaCE | #1 | Act F1: 97.1Slot F1: 87.0 |
| image-retrieval-on-photochat | PaCE | #1 | R1: 15.2R@10: 49.6R@5: 36.7Sum(R@1,5,10): 101.5 |
| multimodal-intent-recognition-on-mmdialog | PaCE | #1 | F1: 77.6 |
| multimodal-intent-recognition-on-photochat | PaCE | #1 | F1: 63.8Precision: 63.3Recall: 68 |
| response-generation-on-simmc2-0 | PaCE | #1 | BLEU: 34.1 |
| text-retrieval-on-image-chat | PaCE | #1 | R@1: 51.9R@5: 76.8Sum(R@1,5): 128.7 |