Method Drift›LLM reasoning / chain-of-thought
Superseded baseline#120 of 772 most-superseded
Insight-V
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language ModelsLLM reasoning / chain-of-thought · first seen Nov 21, 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superseded — cited as a baseline and beaten by newer methods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 Insight-V. Values are copied from the source paper's tables — verify against the cited paper.
- TVI-CoT: Text-Visual Interleaved Chain-of-Thought Reasoning for Multimodal Understanding
TVI-CoT beats Insight-V · MMMU accuracy [MMMU]
64.3 vs 50.2
Newer alternatives
Recent methods in the same sub-problem, not yet superseded in the knowledge base.
- Jun 7, 2026