Skip to content

Readme update #10

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
RixinLiu merged 7 commits into from
Nov 5, 2025
Merged

Readme update #10

Changes from all commits
Commits
Show all changes
7 commits
Select commit Hold shift + click to select a range
99e18a1
Update Readme Leaderboard
RixinLiu Nov 5, 2025
fe1c389
Update Readme Leaderboard
RixinLiu Nov 5, 2025
18951cc
Update Readme Leaderboard
RixinLiu Nov 5, 2025
108a0d1
Update Readme Leaderboard
RixinLiu Nov 5, 2025
d8c786b
Update Readme Leaderboard
RixinLiu Nov 5, 2025
14a3d89
docs: format README via PyMarkdown
RixinLiu Nov 5, 2025
d692b96
docs: README update
RixinLiu Nov 5, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
30 changes: 16 additions & 14 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -33,20 +33,22 @@ RouterArena addresses this gap by providing a uniform, multi-dimensional benchma

<h3 align="left">RouterArena Leaderboard</h3>

| Rank | Router | Affiliation | Type | Arena | Opt.Select | Opt.Cost | Opt.Acc | Latency | Robustness |
|------|---------|--------------|--------|--------|------------|-----------|----------|----------|-------------|
| 🥇 | MIRT-BERT | USTC | Academic | 0.6689 | 0.0344 | 0.1962 | 0.7818 | 0.2703 | 0.9450 |
| 🥈 | Azure | Microsoft | Commercial | 0.6666 | 0.2252 | 0.4632 | 0.8196 | — | — |
| 🥉 | NIRT-BERT | USTC | Academic | 0.6612 | 0.0383 | 0.1404 | 0.7788 | 0.1042 | 0.4450 |
| 4 | GPT-5 | OpenAI | Commercial | 0.6432 | — | — | — | — | — |
| 5 | vLLM-SR | vLLM | Commercial | 0.6432 | 0.0479 | 0.1254 | 0.7933 | 0.0019 | 1.0000 |
| 6 | CARROT | UMich | Academic | 0.6387 | 0.0268 | 0.0677 | 0.7863 | 0.0150 | 0.9360 |
| 7 | NotDiamond | NotDiamond | Commercial | 0.6300 | 0.0155 | 0.0214 | 0.7681 | — | — |
| 8 | MLP | Academic | Academic | 0.5756 | 0.1339 | 0.2445 | 0.8332 | 0.9091 | 0.9690 |
| 9 | GraphRouter | UIUC | Academic | 0.5722 | 0.0473 | 0.3833 | 0.7425 | 0.0270 | 0.9750 |
| 10 | KNN | Academic | Academic | 0.5548 | 0.1309 | 0.2549 | 0.7877 | 0.0133 | 0.5130 |
| 11 | RouteLLM | Berkeley | Academic | 0.4807 | 0.9972 | 0.9963 | 0.6876 | 0.0040 | 0.9980 |
| 12 | RouterDC | SUSTech | Academic | 0.3375 | 0.3984 | 0.7300 | 0.4905 | 0.1075 | 0.9760 |
| Rank | Router | Affiliation | Arena | Opt.Sel | Opt.Cost | Opt.Acc | Lat | Robust |
|------|---------|--------------|--------|------------|-----------|----------|----------|-------------|
| 🥇 | MIRT-BERT | 🟨 USTC | 66.89 | 3.44 | 19.62 | 78.18 | 27.03 | 94.50 |
| 🥈 | Azure | 🟦&nbsp;Microsoft | 66.66 | 22.52 | 46.32 | 81.96 | — | — |
| 🥉 | NIRT-BERT | 🟨 USTC | 66.12 | 3.83 | 14.04 | 77.88 | 10.42 | 44.50 |
| 4 | GPT-5 | 🟦 OpenAI | 64.32 | — | — | — | — | — |
| 5 | vLLM-SR | 🟦 vLLM | 64.32 | 4.79 | 12.54 | 79.33 | 0.19 | 100.00 |
| 6 | CARROT | 🟨 UMich | 63.87 | 2.68 | 6.77 | 78.63 | 1.50 | 93.60 |
| 7 | NotDiamond | 🟦&nbsp;NotDiamond | 63.00 | 1.55 | 2.14 | 76.81 | — | — |
| 8 | MLP | 🟨 Academic | 57.56 | 13.39 | 24.45 | 83.32 | 90.91 | 96.90 |
| 9 | GraphRouter | 🟨 UIUC | 57.22 | 4.73 | 38.33 | 74.25 | 2.70 | 97.50 |
| 10 | KNN | 🟨 Academic | 55.48 | 13.09 | 25.49 | 78.77 | 1.33 | 51.30 |
| 11 | RouteLLM | 🟨 Berkeley | 48.07 | 99.72 | 99.63 | 68.76 | 0.40 | 99.80 |
| 12 | RouterDC | 🟨 SUSTech | 33.75 | 39.84 | 73.00 | 49.05 | 10.75 | 97.60 |

🟨 Academic  🟦 Commercial 

<!-- <p align="center">
<img src="images/leaderboard.png" alt="Make GPU Sharing Flexible and Easy" width="500" />
Expand Down