| Paper | Code | mAP | ModelName | ReleaseDate |
|---|---|---|---|---|
| VLLMs Provide Better Context for Emotion Understanding Through Common Sense Reasoning | ✓ Link | 38.52 | A. Xenos et al | 2024-04-10 |
| EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle | 35.48 | EmotiCon (Depth-based) | 2020-03-14 | |
| Learning Emotion Representations from Verbal and Nonverbal Communication | ✓ Link | 32.91 | EmotionCLIP(linear-probe evaluation) | 2023-05-22 |
| EmotiCon: Context-Aware Multimodal Emotion Recognition using Frege's Principle | 32.03 | EmotiCon (GCN) | 2020-03-14 | |
| Context Based Emotion Recognition using EMOTIC Dataset | ✓ Link | 29.45 | Fusion Model (scene sentiment + body features) | 2020-03-30 |
| []() | 28.42 | Affective Graph (GCN) | ||
| Context Based Emotion Recognition using EMOTIC Dataset | ✓ Link | 27.70 | Fusion Model (scene + body features) | 2020-03-30 |
| Context Based Emotion Recognition using EMOTIC Dataset | ✓ Link | 27.38 | Fusion Model | 2020-03-30 |
| Context-Aware Emotion Recognition Networks | ✓ Link | 20.84 | CAER-Net (Adaptive Fusion) | 2019-08-16 |