ResearchBenchmarksQuestion Answering on TSQAQuestion Answering on TSQAFollow87AccuracyTS-Debate56.8464.6772.580.33Jan 27, 2026Evaluation resultsMethodMethodLinksAccuracyTS-Debate2026.0187MADMultimodal Context=falseMultimodal Context=false2026.0176Zero-ShotMultimodal Context=falseMultimodal Context=false2026.0172.7CoTMultimodal Context=trueMultimodal Context=true2026.0171.3CoTMultimodal Context=falseMultimodal Context=false2026.0171MADMultimodal Context=trueMultimodal Context=true2026.0169.3VL-Time2026.0167.7Zero-ShotMultimodal Context=trueMultimodal Context=true2026.0167.3ByMyEyes2026.0158