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Benchmarks
Weight Estimation on Cattle Point Clouds SAM 3D + entropy
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0.47
R2
Ensemble ML
0.1788
0.2544
0.33
0.4056
Jan 25, 2026
R2
MAE (kg)
MAPE (%)
Updated 1mo ago
Evaluation Results
Method
Method
Links
R2
MAE (kg)
MAPE (%)
Ensemble ML
validation=5-fold cros...
2026.01
0.47
11.38
2.73
PointNet++
validation=5-fold cros...
2026.01
0.24
51.3
11.48
PointNet
validation=5-fold cros...
2026.01
0.19
56.9
12.74
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