Developer Profile

Frankie Dong Li

@DoongLi

Taipa, Macau

GitHub

Impact Score Overview

Developer Impact & Statistics

Final Score

60 / 100Raw: 300.00

Repository Score

64 / 100Raw: 179.00

PR Score

61 / 100Raw: 475.00

Contribution Score

39 / 100Raw: 63.00

Score Weight Distribution

finalScore = repoScore * 0.45 + prScore * 0.45 + contributionScore * 0.10

Repository Score (45%)27% of final signal

Pull Request Score (45%)71% of final signal

Contribution Score (10%)2% of final signal

Top Work

Top Work & Highlights

Top Repositories

Most impactful repositories and pull requests

#1Awesome-Scene-Change-Detection

stars164

forks10

Score

#2Active-SLAM-Paper-List

stars307

forks20

Score

#3IROS2025-Paper-List

stars91

forks4

Score

Top Pull Requests

Most impactful repositories and pull requests

#1Some corrections about object navigation

in TianxingChen/Embodied-AI-Guide

stars on the PR repository15791

+16/-16

Score

#2Added some mapping and localization papers

in dtc111111/awesome-representation-for-robotics

stars on the PR repository465

+286/-77

Score

#3Added LONER from arXiv

in 3D-Vision-World/awesome-NeRF-and-3DGS-SLAM

stars on the PR repository2120

+6/-5

Score

Community Contributions

comments

#1Issue

Startup issues due to missing gpu/driver features (hard to read errors, unclear action)

rerun-io/rerun

stars11400

comments8

Score

#2Issue

Some questions about image alignment

wgcban/ChangeFormer

stars620

comments22

Score

#3Issue

The errors in Chapter 0

yanyan-li/SLAM-BOOK

stars1089

comments16

Score

Scoring Transparency

▼

Repositories analyzed

Pull requests analyzed

Merged external PRs counted

Own-repo PRs ignored

Unmerged PRs ignored

Unique external repositories

Issues analyzed

100

External issues counted

100

Discussions analyzed

External discussions counted

How this score was calculated

View the full scoring methodology with formulas, penalties, and step-by-step flow.

View full methodology