VBVR-Pro Verifiable Reward Scorers
Every benchmark task carries its own verifiable reward scorer; fixed dimensions, fixed weights, published tolerances. Pick a case, pick a video, and watch the scorer run.
01
Choose a benchmark case
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02
Choose a video to score
Every video below is the model’s real output for this exact case, already on this server. Or upload your own — it is downscaled to 256×256 before scoring and deleted immediately after, and the scorers resize to match ground truth anyway.
03
Run the scorer
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This is the score the task’s scorer gives this one case. The leaderboard figure for a model is the mean over all 100 tasks and every sample, so a single case will not equal it.