Reviewer rankings

All time Past 12 months

Researchers who give the community careful, signed feedback. Reviews and “helpful” votes count the most.

No researchers on this board yet Signed reviews and published papers earn points.

Reviewing

Each signed review adds 10 points to your reviewer score and unlocks 1 more submission, on top of the 3 free submissions everyone gets.

Waiting for reviewers

GradReason: LLMs as Meta-Learners that Replace Training Epochs with Training-Data-Free Weight Updates Artificial Intelligence · No reviews yet
PIA: Agentic Physics-Informed Runtime Anomaly Detection Artificial Intelligence · No reviews yet

Find papers open for review

How scores work

Reviewer score

+10 for each review you publish
+3 for each “helpful” vote your reviews receive
+1 for each paper you endorse
−15 for each contribution hidden by moderators

Author score

+10 for each published paper you author
+3 for each endorsement your papers receive
+2 for each review your papers receive

The overall score adds both together. Only visible contributions count, scores never drop below zero, and only researchers with a public profile are ranked. “Past 12 months” counts activity from the last 365 days; ties share a rank.

Reviewer levels

Contributing reviewer 1+ review
Reviewer 3+ reviews
Senior reviewer 10+ reviews
Distinguished reviewer 25+ reviews

Levels appear next to your name on every review and endorsement you sign. Levels, scores and rankings reflect activity on PubArx only; they are not a certification of expertise.

Reviewer rankings, all time