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Benchmarks
Weight Estimation on Cattle Point Clouds SAM 3D + average
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0.44
R2
Ensemble ML
0.1696
0.2398
0.31
0.3802
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
0.44
11.77
2.82
PointNet++
validation=5-fold cros...
2026.01
0.23
47.5
10.62
PointNet
validation=5-fold cros...
2026.01
0.18
39.7
8.89
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