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tiedong/vetbench

VET-Bench: Visual Entity Tracking Benchmark Paper | Project Page | GitHub VET-Bench is a synthetic diagnostic benchmark simulating the realistic shell game with visually indistinguishable objects that forces models to track entities through spatiotemporal continuity. The task is easy for human but difficult for current VLMs. State-of-the-art VLMs perform at random chance, while our proposed Molmo2-SGCoT achieves over 90% accuracy. Dataset Overview Cup Game… See the full description on the dataset page: https://huggingface.co/datasets/tiedong/vetbench.

Author / organizationtiedong
License (as declared)mit
Downloads249 (as reported by Hugging Face)
Likes0
Created10 March 2026
Last updated at source2 April 2026
video-understandingvisual-trackingbenchmarkmultimodalvideo-llmspatial-reasoning
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  • 17 Oct 2026 Description: VET-Bench: Visual Entity Tracking Benchmark Paper | Project Page | GitHub VET-Bench is a synthetic diagnostic benchmark simulating the realistic shell game with visually indistinguishable objects that forces models to track entities through → VET-Bench: Visual Entity Tracking Benchmark Paper | Project Page | GitHub VET-Bench is a synthetic diagnostic benchmark simulating the realistic shell game with visually indistinguishable objects that forces models to track entities through

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