Trust Prediction on Ciao (70%-15%-15%) benchmark leaderboard · SOTA2 Research

Trust Prediction on Ciao (70%-15%-15%)

0.9262MRRTCHG

Evaluation Results

Method	Links
TCHG2026.06		0.9262	0.9889	0.9883
CAT2026.06		0.8418	0.9764	0.9775
CAT2025.12		0.8413	0.989	0.9883
HGT2026.06		0.7627	0.9655	0.9655
HGT2025.12		0.7481	0.9823	0.9829
HAN2026.06		0.7159	0.9653	0.9626
HAN2025.12		0.7138	0.9794	0.9819
TrustGNN2026.06		0.6769	0.9481	0.9588
TCHG2026.06		0.6434	0.9613	0.9564
RGCN2026.06		0.591	0.9459	0.7986
TrustGuard2025.12		0.5872	0.9566	0.9586
Medley2025.12		0.4578	0.9392	0.9496
Guardian2026.06		0.4304	0.9102	0.9289
CAT2026.06		0.4197	0.9274	0.9415
Linear2026.06		0.4174	0.9349	0.9535
CAT2025.12		0.415	0.9234	0.9327
Linear2025.12		0.4097	0.9156	0.9213
GATrust2025.12		0.3891	0.9193	0.9394
Guardian2025.12		0.3748	0.9177	0.9366
HGT2026.06		0.2891	0.8407	0.8575
HGT2025.12		0.2835	0.8559	0.865
TrustGuard2025.12		0.2806	0.8416	0.8446
HAN2026.06		0.2579	0.8373	0.8482
HAN2025.12		0.2575	0.8313	0.8408
Medley2025.12		0.2573	0.8406	0.8526
GATrust2025.12		0.2438	0.8313	0.8473
Linear2026.06		0.241	0.7916	0.7891
Guardian2026.06		0.2375	0.8247	0.8586
Guardian2025.12		0.2222	0.8123	0.829
RGCN2026.06		0.212	0.7962	0.8221
Linear2025.12		0.2026	0.773	0.7736
TrustGNN2026.06		0.2001	0.7873	0.8014