# Palmprint Verification on Tongji Closed-set

Source: [Palmprint Verification on Tongji Closed-set](<https://www.sota2.com/research/sota/palmprint-verification-on-tongji-closed-set>)

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

Data updated: 2026-02-26T05:41:26.718Z

Evaluation of Closed-set Palmprint Verification performance using the Tongji dataset, typically reporting Equal Error Rate (EER).

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 | Palmprint Verification |
| Dataset (including any stated split) | Tongji Closed-set |
| Metric | EER |
| Unit | SCALAR |
| Direction | Lower is better |
| Results loaded | 19 of 19 |
| 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

- [EER](<https://www.sota2.com/research/sota/palmprint-verification-on-tongji-closed-set.md?metric=EER>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EER | Result date | Report paper |
| --- | --- | --- | --- |
| CCNet | 0.00004 | Not recorded | 697ae988a2b28e761d87d05e |
| MTCC | 0.0043 | Not recorded | 697ae988a2b28e761d87d05e |
| CO3Net | 0.005 | Not recorded | 697ae988a2b28e761d87d05e |
| BOCV | 0.0056 | Not recorded | 697ae988a2b28e761d87d05e |
| 2TCC | 0.0075 | Not recorded | 697ae988a2b28e761d87d05e |
| PalmBridge | 0.00833 | Not recorded | 697ae988a2b28e761d87d05e |
| EDM | 0.0113 | Not recorded | 697ae988a2b28e761d87d05e |
| E-BOCV | 0.018 | Not recorded | 697ae988a2b28e761d87d05e |
| CompNet | 0.025 | Not recorded | 697ae988a2b28e761d87d05e |
| RLOC | 0.0253 | Not recorded | 697ae988a2b28e761d87d05e |
| DRCC | 0.0308 | Not recorded | 697ae988a2b28e761d87d05e |
| PalmNet | 0.0322 | Not recorded | 697ae988a2b28e761d87d05e |
| DCC | 0.0506 | Not recorded | 697ae988a2b28e761d87d05e |
| DHPN | 0.0659 | Not recorded | 697ae988a2b28e761d87d05e |
| Fusion Code | 0.0731 | Not recorded | 697ae988a2b28e761d87d05e |
| DHN | 0.0879 | Not recorded | 697ae988a2b28e761d87d05e |
| HOC | 0.0954 | Not recorded | 697ae988a2b28e761d87d05e |
| PalmCode | 0.11 | Not recorded | 697ae988a2b28e761d87d05e |
| Comp Code | 0.11 | Not recorded | 697ae988a2b28e761d87d05e |

### CCNet

EER: 0.00004. Result ID: 699782435698665ec4d70875.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### MTCC

EER: 0.0043. Result ID: 699782435698665ec4d70872.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### CO3Net

EER: 0.005. Result ID: 699782435698665ec4d70874.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### BOCV

EER: 0.0056. Result ID: 699782435698665ec4d70868.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### 2TCC

EER: 0.0075. Result ID: 699782435698665ec4d70871.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### PalmBridge

EER: 0.00833. Result ID: 699782435698665ec4d70876.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

[Method origin paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### EDM

EER: 0.0113. Result ID: 699782435698665ec4d7086f.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### E-BOCV

EER: 0.018. Result ID: 699782435698665ec4d70869.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### CompNet

EER: 0.025. Result ID: 699782435698665ec4d70873.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### RLOC

EER: 0.0253. Result ID: 699782435698665ec4d70867.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### DRCC

EER: 0.0308. Result ID: 699782435698665ec4d7086c.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### PalmNet

EER: 0.0322. Result ID: 699782435698665ec4d7086e.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### DCC

EER: 0.0506. Result ID: 699782435698665ec4d7086b.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### DHPN

EER: 0.0659. Result ID: 699782435698665ec4d7086d.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### Fusion Code

EER: 0.0731. Result ID: 699782435698665ec4d70865.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### DHN

EER: 0.0879. Result ID: 699782435698665ec4d70870.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### HOC

EER: 0.0954. Result ID: 699782435698665ec4d7086a.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### PalmCode

EER: 0.11. Result ID: 699782435698665ec4d70864.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

### Comp Code

EER: 0.11. Result ID: 699782435698665ec4d70866.

[Reporting paper](<https://www.sota2.com/research/paper/697ae988a2b28e761d87d05e.md>)

Recorded evaluation configuration: {"Evaluation Protocol":"Closed-set"}. This record does not assert independent reproduction.

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