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Benchmarks
Personalized Object Detection on CORe50 5-shot
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70.6
mAP
MOCHA (AuXFT)
63.32
65.21
67.1
68.99
Sep 17, 2025
mAP
Updated 1mo ago
Evaluation Results
Method
Method
Links
mAP
MOCHA (AuXFT)
Teacher=LLaVa (ui), Su...
2025.09
70.6
AuXFT
Teacher=DINO, Supervis...
2025.09
69.3
YOLOv8n Baseline
Teacher=None, Supervis...
2025.09
67.3
SKDF
Teacher=LLaVa (ui), Su...
2025.09
67.3
MOCHA (visual)
Teacher=CLIP (zV,i), S...
2025.09
67.2
MOCHA (text)
Teacher=LLaVa (hi), Su...
2025.09
67.1
KL div. + MSE
Teacher=LLaVa (ui), Su...
2025.09
65.7
MOCHA (COCO)
Teacher=LLaVa (ui), Su...
2025.09
65.4
KL div.
Teacher=LLaVa (ui), Su...
2025.09
65.2
ViLD
Teacher=CLIP (zV,i), S...
2025.09
64.9
DRKD
Teacher=LLaVa (ui), Su...
2025.09
64.8
GLIP
Teacher=LLaVa (ui), Su...
2025.09
64.6
OFA
Teacher=LLaVa (ui), Su...
2025.09
63.6
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