MER
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Basic Emotion Recognition | MER 2023 | Hit Rate88.6 | 33 | |
| Multimodal emotion recognition | MER 2023 | F1 Score90.36 | 30 | |
| Emotion Classification | MER 2024 (test) | Weighted F182.39 | 25 | |
| Emotion Classification | MER 2023 (test) | Weighted F180.92 | 25 | |
| Basic emotion recognition | MER24 (official) | Hitrate93.13 | 15 | |
| Basic Emotion Recognition | MER 24 | Overall Score93.13 | 14 | |
| Multimodal Emotion Recognition | MER 2024 | HIT80.66 | 14 | |
| Multimodal Emotion Recognition | MER 2024 | F1 Score76.47 | 14 | |
| Interactive Video Retrieval | MER 2024 | R@126.81 | 10 | |
| Speech emotion captioning | MER English 2024 | BLEU-148.19 | 9 | |
| Speech Emotion Captioning | MER Chinese 2024 | BLEU-151.04 | 9 | |
| Semantic Segmentation | MER labeled ratio (1/4) | mIoU0.591 | 8 | |
| Semantic Segmentation | MER labeled ratio (1/8) | mIoU56.8 | 8 | |
| Multimodal Emotion Recognition | MER-MULTI | F1-0.25MSE71.39 | 5 | |
| Multimodal Emotion Recognition | MER-MULTI | F1-0.25MSE70.05 | 4 | |
| Multimodal Emotion Recognition | MER-MULTI (val) | F1-0.25MSE70.05 | 3 | |
| Speech Emotion Recognition | MER 2023 (test) | ACC89.19 | 2 | |
| Multimodal Emotion Recognition | MER-SEMI | F1 Score90.36 | 1 |
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