Root Cause Analysis on RE2TT (Train Ticket with multimodal data) benchmark leaderboard · SOTA2 Research

Root Cause Analysis on RE2TT (Train Ticket with multimodal data)

0.47CPU Top-1PRISM

Evaluation Results

Method	Links
PRISM2026.01		0.47	0.87	0.8	0.47	0.87	0.79	0.73	1	0.95	0.2	0.67	0.52	0.67	0.93	0.88	0.53	1	0.88	0.51	0.89	0.8	—
BARO2026.01		0.2	0.73	0.65	0	0.2	0.19	0.73	1	0.95	0	0.2	0.19	0.6	1	0.92	0.4	0.47	0.52	0.32	0.6	0.57	150,000
Smooth-Traversal2026.01		0.07	0.07	0.09	0	0	0	0	0.07	0.05	0	0.07	0.04	0.07	0.13	0.11	0	0	0	0.02	0.06	0.05	5,300,000,000,000,000
Score-Ordering2026.01		0.07	0.07	0.13	0	0	0.03	0.07	0.13	0.12	0	0.07	0.09	0.07	0.07	0.07	0	0	0	0.03	0.06	0.07	290,000,000,000,000
PC-PageRank2026.01		0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4,900,000,000,000,000
RCLAgent2026.01		0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	4,000,000,000,000,000
Counterfactual2026.01		0	0	0	0	0	0	0	0.07	0.07	0	0	0.01	0	0.07	0.05	0	0	0	0	0.02	0.02	4,900,000,000,000,000
Simple-Traversal2026.01		0	0	0.03	0	0	0.01	0.07	0.07	0.07	0	0	0.03	0	0	0	0	0	0	0.01	0.01	0.02	4,900,000,000,000,000
Cholesky2026.01		0	0.13	0.08	0	0	0	0	0	0	0.07	0.07	0.07	0	0	0.01	0	0.07	0.05	0.01	0.04	0.04	140,000,000,000,000