Commit History

  1. SAM3 negative + ensemble negative + mAP vs Boxer 41.2 / CuTR 25.0 logged

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  2. + mAP @ IoU thresholds (0.075 strict / 0.119 loose vs Boxer 0.43)

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  3. 1024 input + retrained MLP head: mean IoU 0.063 -> 0.216 (3.4x); > 0.5 IoU 0% -> 9.1%

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  4. Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B

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  1. full TODO update with IoU fusion + thresh sweep findings

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  2. fusion_iou=0.4 sweep: mean IoU 0.158 -> 0.177, > 0.5 IoU 2.8% -> 4.3%

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  3. + iterative refinement (mean IoU 0.158); document operating curve

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  4. add cross-scene IoU-fusion result (0.046 -> 0.112 mean IoU, 2.4x lift)

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  5. update TODO with IoU-fusion finding (TODO 14) and downstream open items

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  6. Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B

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  7. update TODO with MLP results, cross-scene findings, completed item statuses

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  8. Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B

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  9. add TODO.md

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  10. Update README metadata

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  11. Argus-3D: discovered class-agnostic 3D detection head on EUPE-ViT-B

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  12. initial commit

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