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Benchmarks
Personalized Object Detection on PerSeg 1-shot
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59.1
mAP
MOCHA (AuXFT)
40.484
45.317
50.15
54.983
Sep 17, 2025
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
MOCHA (AuXFT)
Teacher=LLaVa (ui), Su...
2025.09
59.1
MOCHA (COCO)
Teacher=LLaVa (ui), Su...
2025.09
55.4
DRKD
Teacher=LLaVa (ui), Su...
2025.09
53.5
MOCHA (visual)
Teacher=CLIP (zV,i), S...
2025.09
53
MOCHA (text)
Teacher=LLaVa (hi), Su...
2025.09
52.3
GLIP
Teacher=LLaVa (ui), Su...
2025.09
52.1
KL div. + MSE
Teacher=LLaVa (ui), Su...
2025.09
50.1
AuXFT
Teacher=DINO, Supervis...
2025.09
48.8
OFA
Teacher=LLaVa (ui), Su...
2025.09
47.2
SKDF
Teacher=LLaVa (ui), Su...
2025.09
47
ViLD
Teacher=CLIP (zV,i), S...
2025.09
44.4
KL div.
Teacher=LLaVa (ui), Su...
2025.09
43.7
YOLOv8n Baseline
Teacher=None, Supervis...
2025.09
41.2
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