VideoFDB - Perception (Audio Only): leaderboard

Metric: gpt-4o judge score (0-5; the 105 held-out test clips of the seven nonverbal conversational dynamics scored for perception (237 clips of 11 dynamics in the full benchmark), streamed in real time; the judge reads the transcribed, time-stamped agent response with the clip annotations; mean of the fluency, conversational-flow and semantic-grounding rubrics; the same clips with the video stream disabled). Source: arxiv.org. Saturation forecast: Rough model projection: around 2026. 6 models tracked.

Top models

Interactive version: theaggregate.ai/benchmark?slug=videofdb-perception-audio-only · How It Works · Data refreshed daily, snapshot 2026-09-26.