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Benchmarks
Graph Classification on BBBP (macro-F1)
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55.26
Macro F1
GLIP-Mistral
43.9968
46.9209
49.845
52.7691
Jun 29, 2026
Macro F1
Updated 25d ago
Evaluation Results
Method
Method
Links
Macro F1
GLIP-Mistral
Shots=3-shot, Backbone...
2026.06
55.26
GraphCL
Shots=3-shot
2026.06
54.18
GLIP-Qwen
Shots=3-shot, Backbone...
2026.06
54.02
TEA-GLM-Mistral
Shots=3-shot, Backbone...
2026.06
52.66
GraphGPT-Qwen
Shots=3-shot, Backbone...
2026.06
51.31
SimGRACE
Shots=3-shot
2026.06
51.2
GraphGPT-Mistral
Shots=3-shot, Backbone...
2026.06
50.3
TEA-GLM-Qwen
Shots=3-shot, Backbone...
2026.06
49.31
LLaGA-Qwen
Shots=3-shot, Backbone...
2026.06
46.76
LLaGA-Mistral
Shots=3-shot, Backbone...
2026.06
46.4
GraphMAE
Shots=3-shot
2026.06
44.65
DGI
Shots=3-shot
2026.06
44.43
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