ResearchBenchmarksNode Classification on WIKICS (unseen)Node Classification on WIKICS (unseen)Follow66.9AccuracyGaRA27.48437.71747.9558.183Jun 21, 2026Evaluation resultsMethodMethodLinksAccuracyGaRAsetting=Zero-shotsetting=Zero-shot2026.0666.9UNIGTEsetting=Zero-shotsetting=Zero-shot2026.0663.5GOFAsetting=Zero-shotsetting=Zero-shot2026.0661.3LLAGAsetting=Zero-shotsetting=Zero-shot2026.0660.1TEA-GLMsetting=Zero-shotsetting=Zero-shot2026.0644.9OFAsetting=Zero-shotsetting=Zero-shot2026.0636.1VICUNA-7Bsetting=Zero-shotsetting=Zero-shot2026.0629