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Benchmarks
Lossless Image Compression on EMNIST ByClass (test)
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2.3
Bits Per Pixel (BPP)
IC-MLP
2.144
3.197
4.25
5.303
Jan 20, 2026
Bits Per Pixel (BPP)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Bits Per Pixel (BPP)
IC-MLP
architecture=MLP-based
2026.01
2.3
IC-MLP
architecture=MLP-based
2026.01
2.34
GIC-DLC
architecture=DLC-based
2026.01
2.71
GIC-DLC
architecture=DLC-based
2026.01
2.74
JPEG-XL
type=traditional codec
2026.01
3.2
JPEG-XL
type=traditional codec
2026.01
3.23
WebP
type=traditional codec
2026.01
3.34
WebP
type=traditional codec
2026.01
3.34
PNG
type=traditional codec
2026.01
4.16
PNG
type=traditional codec
2026.01
4.18
QOI
type=traditional codec
2026.01
6.14
QOI
type=traditional codec
2026.01
6.2
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