Link Prediction2020en

Open Graph Benchmark - ogbl-collab

Author collaboration network from MAG. Predict future collaborations from past collaborations. 235K nodes, 1.2M edges. Standard OGB link-prediction benchmark, evaluated by Hits@50.

Paper / Website
Current State of the Art

PROXI

Research

70.98

hits_at_50

OGB ogbl-collab — hits_at_50

3 results · 1 SOTA advances · higher is better

All results
SOTA frontier
64656667686970717220262027hits_at_50PROXI

Top Models Performance Comparison

Top 3 models ranked by hits_at_50

hits_at_501PROXI71.0100.0%2BUDDY65.992.9%3SEAL64.791.2%0%25%50%75%100%% of best
Best Score
71.0
Top Model
PROXI
Models Compared
3
Score Range
6.2

hits_at_50Primary

#ModelScorePaper / CodeDate
1
PROXIOpen Source
Research		70.98
editorial
Apr 2026
2
BUDDYOpen Source
Oxford / Twitter		65.94
editorial
Apr 2026
3
SEALOpen Source
Meta AI / WSU		64.74
editorial
Apr 2026