AI RESEARCH
TeachObs: A Human-Validated Benchmark for Multimodal Teaching Observation and Model Evaluation
arXiv CS.CL
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ArXi:2605.30673v1 Announce Type: new Classroom videos contain observable teaching practices, but their pedagogical and visual signals are rarely organized in forms suitable for model evaluation. We present \textit{TeachObs}, a human-validated benchmark for multimodal teaching observation in classroom videos. \textit{TeachObs} includes 30 public lesson videos from eight countries divided into 5,158 fixed 15-second scenes.