Hotels
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Target-Aspect-Sentiment Detection | Hotels | F1 Score71.47 | 29 | |
| Aspect Sentiment Quad Prediction | HOTELS | F1 Score56.54 | 23 | |
| Multi-view Image Classification | Hotels-8k 29 (test) | Top-1 Accuracy78.66 | 15 | |
| Multi-view Classification | Hotels-8k v1 (test) | Top-1 Accuracy73.93 | 15 | |
| Image Retrieval | Hotels-50K | Recall@129.24 | 6 | |
| Image Retrieval | Hotels Hotel Chain 50K (test) | Recall@160.78 | 3 | |
| Pairwise LLM Evaluation | Hotels | Win Rate (Contrast)82 | 2 | |
| Query-driven contrastive summarization | Hotels (test) | Contrast Win Rate82 | 2 | |
| Contrastive Summarization | Hotels | Contrast80 | 2 |
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