F3 Dataset — SSL Method Pairwise Comparison
All 7 SSL methods (BYOL, DenseCL, FastSiam, KenshoDense, MoCo, SimCLR, TriBYOL) compared pairwise on the F3 seismic dataset. Each scatter point represents one augmentation configuration (averaged over runs), colored by augmentation phase (1–4). Dotted reference lines show paper-original baselines where available.

SPLOM — All 7 Methods

Grid — All 21 Pairs

TriBYOL vs BYOL

TriBYOL vs KenshoDense

TriBYOL vs FastSiam

TriBYOL vs DenseCL

TriBYOL vs MoCo

TriBYOL vs SimCLR

BYOL vs DenseCL

BYOL vs FastSiam

BYOL vs KenshoDense

BYOL vs MoCo

BYOL vs SimCLR

DenseCL vs FastSiam

DenseCL vs KenshoDense

DenseCL vs MoCo

DenseCL vs SimCLR

FastSiam vs KenshoDense

FastSiam vs MoCo

FastSiam vs SimCLR

KenshoDense vs MoCo

KenshoDense vs SimCLR

MoCo vs SimCLR