Method Drift›Retrieval-augmented generation
Superseded baseline#295 of 1,179 most-superseded
PandaGPT
PandaGPT: One Model To Instruction-Follow Them AllRetrieval-augmented generation · first seen May 25, 2023
superseded — cited as a baseline and beaten by newer methods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 PandaGPT. Values are copied from the source paper's tables — verify against the cited paper.
- AffectAgent: Collaborative Multi-Agent Reasoning for Retrieval-Augmented Multimodal Emotion Recognition
AffectAgent beats PandaGPT · Mean [all MLLM backbones - PandaGPT]
58.66 vs 52.92
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.