VideoDR v1 (Agentic): leaderboard

VideoDR (2026) asks multimodal models open-domain questions about a video whose answers need visual anchors from several frames, web search and multi-hop reasoning; an LLM judge checks semantic equivalence with the gold answer. This board is the original 100-question release under the Agentic paradigm, where the model keeps direct access to the video while it drives its own searches; accuracy (%), higher is better.

Metric: Accuracy (%). Source: videodr-benchmark.github.io. Saturation forecast: Around February 2027. 6 models tracked.

Top models

#ModelScoreOverall rank
1Gemini 3 Pro (Preview)76#111
2GPT-5.269#172
3GPT-4o43#741

No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.

Interactive version: theaggregate.ai/benchmark?slug=videodr-v1-agentic · How It Works · Data refreshed daily, snapshot 2026-11-12.