# Maximum Common Subgraph Scoring on Corpus and Query graphs (inference)

Source: [Maximum Common Subgraph Scoring on Corpus and Query graphs (inference)](<https://www.sota2.com/research/sota/maximum-common-subgraph-scoring-on-corpus-and-query-graphs-inference>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-02-26T05:47:09.748Z

Evaluation of the inference time required for Maximum Common Subgraph Scoring on the Corpus and Query graphs dataset.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Maximum Common Subgraph Scoring |
| Dataset (including any stated split) | Corpus and Query graphs (inference) |
| Metric | Inference Time (s) |
| Unit | TIME |
| Direction | Lower is better |
| Results loaded | 5 of 5 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Inference Time (s)](<https://www.sota2.com/research/sota/maximum-common-subgraph-scoring-on-corpus-and-query-graphs-inference.md?metric=Inference%20Time%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Inference Time (s) | Result date | Report paper |
| --- | --- | --- | --- |
| LMCCS | 13.78 | Not recorded | 68fa6dbd1e209131cea3bbfd |
| LMCCS | 13.96 | Not recorded | 68fa6dbd1e209131cea3bbfd |
| LMCES | 28.13 | Not recorded | 68fa6dbd1e209131cea3bbfd |
| XMCS | 31.1 | Not recorded | 68fa6dbd1e209131cea3bbfd |
| GMN | 99.54 | Not recorded | 68fa6dbd1e209131cea3bbfd |

### LMCCS

Inference Time (s): 13.78. Result ID: 698fd82e3a6c314849fc442a.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Implementation](<https://tinyurl.com/mccs-xmcs>)

Recorded evaluation configuration: {"neural gossip protocol":"enabled","interaction type":"late"}. This record does not assert independent reproduction.

### LMCCS

Inference Time (s): 13.96. Result ID: 698fd82e3a6c314849fc442b.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Implementation](<https://tinyurl.com/mccs-xmcs>)

Recorded evaluation configuration: {"neural gossip protocol":"disabled","interaction type":"late"}. This record does not assert independent reproduction.

### LMCES

Inference Time (s): 28.13. Result ID: 698fd82e3a6c314849fc442c.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Implementation](<https://tinyurl.com/mccs-xmcs>)

Recorded evaluation configuration: {"interaction type":"late"}. This record does not assert independent reproduction.

### XMCS

Inference Time (s): 31.1. Result ID: 698fd82e3a6c314849fc442d.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Implementation](<https://tinyurl.com/mccs-xmcs>)

Recorded evaluation configuration: {"interaction type":"early"}. This record does not assert independent reproduction.

### GMN

Inference Time (s): 99.54. Result ID: 698fd82e3a6c314849fc442e.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6dbd1e209131cea3bbfd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa65bb1e209131cea0bef8.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

Page 1 of 1. This is an index page, not the full collection.