8000 Verify the accuracy metrics reported in the release accuracy table for Midas v2.1 Small256 · Issue #286 · isl-org/MiDaS · GitHub
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Verify the accuracy metrics reported in the release accuracy table for Midas v2.1 Small256 #286

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Hung6779 opened this issue Apr 20, 2025 · 0 comments
Open

Verify the accuracy metrics reported in the release accuracy table for Midas v2.1 Small256 #286

Hung6779 opened this issue Apr 20, 2025 · 0 comments

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@Hung6779
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I’m evaluating the accuracy of MiDaS on the KITTI dataset. When I evaluate version 3.0 models (DPT_Large_384 and DPT_Hybrid_384) using zero-shot error on KITTI, the results match the released figures.

However, when I evaluate MiDaS v2.1 Small (Small_256), the result 44.19 is significantly different from the released value of 29.27. Can anyone tell me if there’s a difference in the evaluation method for MiDaS v2.1 Small_256 compared to models like DPT_Large_384 and DPT_Hybrid_384, or help confirm the released result?

Additionally, if anyone has any official evaluation source code that confirms the released results, could you kindly share it with me?

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