Retrieval-augmented generation
Emotion-LLaMA
Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning
Superseded baseline#246 of 1,179 most-superseded · first seen Jun 17, 2024
Superseded — cited as a baseline and beaten by newer methods
0 papers critique it · 1 beat it on benchmarks
Beaten on benchmarks
Head-to-head results where a newer method reports beating Emotion-LLaMA. Values are copied from the source paper's tables — verify against the cited paper.
AffectAgent beats Emotion-LLaMA
67.85 vs 64.17
Mean · [all MLLM backbones - Emotion-LLaMA]
AffectAgent: Collaborative Multi-Agent Reasoning for Retrieval-Augmented Multimodal Emotion Recognition
What to use instead
Recent methods in the same sub-problem, not yet superseded in the knowledge base — arXiv benchmark leaders, not vetted production recommendations.