ResearchBenchmarksQuestion Answering on MTBench WeatherQuestion Answering on MTBench WeatherFollow71.7AccuracyTS-Debate49.13254.99160.8566.709Jan 27, 2026Evaluation resultsMethodMethodLinksAccuracyTS-Debate2026.0171.7Zero-ShotMultimodal Context=trueMultimodal Context=true2026.0165.3Zero-ShotMultimodal Context=falseMultimodal Context=false2026.0161.7CoTMultimodal Context=trueMultimodal Context=true2026.0161.7VL-Time2026.0161.3CoTMultimodal Context=falseMultimodal Context=false2026.0160ByMyEyes2026.0159.3MADMultimodal Context=falseMultimodal Context=false2026.0152MADMultimodal Context=trueMultimodal Context=true2026.0150