Organisers: Viorica Patraucean, Joao Carreira, Fedor Kitashov, Shiry Ginosar, Dima Damen, Andrew Zisserman

#ECCV #PerceptionTest #SpatialAI #ComputerVision #VQA #MachineLearning

Our approach also outperforms #GPT-4o by 21 points in accuracy on EPIC-KITCHENS-100-MQA and demonstrates improvements across other action-related video benchmarks, including #VideoMME, #PerceptionTest, and #MVBench.

2506.09985
現代のAIの大きな課題は、世界を理解し、観察によって行動することを学ぶことである。この論文では、インターネットスケールのビデオデータと少量のインタラクションデータ（ロボットの軌跡）を組み合わせた自己教師ありのアプローチを探求し、物理世界での理解、予測、プランニングが可能なモデルを開発する...

EPIC-KITCHENS-100-MQA. Lastly, we show improvements on other action-related video benchmarks such as EgoSchema, PerceptionTest, LongVideoBench, VideoMME and MVBench, suggesting that MLLMs are a promising path forward for complex action tasks. Code and [5/6 of https://arxiv.org/abs/2503.18712v1]

high-dimensional video and transform it into a reduced token sequence for efficient LLM processing. Extensive experiments demonstrate that BIMBA achieves state-of-the-art accuracy on multiple long-form VQA benchmarks, including PerceptionTest, [5/6 of https://arxiv.org/abs/2503.09590v1]

Very strong results on SSv2 and action anticipation, plus zero-shot robotics planning! And we also attached an LLM to the vision encoder and got strong numbers on PerceptionTest!

Check out the blog post (with link to paper and GitHub) above!

Lumon Goat Eye Test Poster Art Room Home Mural Vintage Funny Wall Modern Decoration Decor Print Picture No Frame

Shop Here:http://morehere.top/iqi3c

#LumonGoatEyeTest #GoatEyeTest #LumonTest #EyeTestChallenge #OpticalIllusion #VisionTest #GoatEyes #LumonChallenge #EyeTrick #PerceptionTest