# Palmprint Verification on IITD Closed-set

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

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

Data updated: 2026-02-26T05:41:26.736Z

Evaluation of closed-set Palmprint Verification performance using the IITD dataset, typically measured by 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) | IITD 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-iitd-closed-set.md?metric=EER>): Lower is better; unit: SCALAR.

## Recorded results

| Method | EER | Result date | Report paper |
| --- | --- | --- | --- |
| CCNet | 0.0018 | Not recorded | 697ae988a2b28e761d87d05e |
| PalmBridge | 0.0036 | Not recorded | 697ae988a2b28e761d87d05e |
| CO3Net | 0.0047 | Not recorded | 697ae988a2b28e761d87d05e |
| CompNet | 0.0054 | Not recorded | 697ae988a2b28e761d87d05e |
| DHPN | 0.0373 | Not recorded | 697ae988a2b28e761d87d05e |
| MTCC | 0.0394 | Not recorded | 697ae988a2b28e761d87d05e |
| PalmNet | 0.042 | Not recorded | 697ae988a2b28e761d87d05e |
| DHN | 0.043 | Not recorded | 697ae988a2b28e761d87d05e |
| BOCV | 0.0456 | Not recorded | 697ae988a2b28e761d87d05e |
| EDM | 0.0456 | Not recorded | 697ae988a2b28e761d87d05e |
| E-BOCV | 0.0465 | Not recorded | 697ae988a2b28e761d87d05e |
| RLOC | 0.05 | Not recorded | 697ae988a2b28e761d87d05e |
| DRCC | 0.0542 | Not recorded | 697ae988a2b28e761d87d05e |
| PalmCode | 0.0545 | Not recorded | 697ae988a2b28e761d87d05e |
| DCC | 0.0549 | Not recorded | 697ae988a2b28e761d87d05e |
| Comp Code | 0.055 | Not recorded | 697ae988a2b28e761d87d05e |
| 2TCC | 0.0594 | Not recorded | 697ae988a2b28e761d87d05e |
| Fusion Code | 0.062 | Not recorded | 697ae988a2b28e761d87d05e |
| HOC | 0.0655 | Not recorded | 697ae988a2b28e761d87d05e |

### CCNet

EER: 0.0018. Result ID: 699782435698665ec4d70888.

[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: 0.0036. Result ID: 699782435698665ec4d70889.

[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.

### CO3Net

EER: 0.0047. Result ID: 699782435698665ec4d70887.

[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: 0.0054. Result ID: 699782435698665ec4d70886.

[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: 0.0373. Result ID: 699782435698665ec4d70880.

[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: 0.0394. Result ID: 699782435698665ec4d70885.

[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: 0.042. Result ID: 699782435698665ec4d70881.

[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: 0.043. Result ID: 699782435698665ec4d70883.

[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: 0.0456. Result ID: 699782435698665ec4d7087b.

[Reporting 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: 0.0456. Result ID: 699782435698665ec4d70882.

[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: 0.0465. Result ID: 699782435698665ec4d7087c.

[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: 0.05. Result ID: 699782435698665ec4d7087a.

[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: 0.0542. Result ID: 699782435698665ec4d7087f.

[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: 0.0545. Result ID: 699782435698665ec4d70877.

[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: 0.0549. Result ID: 699782435698665ec4d7087e.

[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: 0.055. Result ID: 699782435698665ec4d70879.

[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: 0.0594. Result ID: 699782435698665ec4d70884.

[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: 0.062. Result ID: 699782435698665ec4d70878.

[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: 0.0655. Result ID: 699782435698665ec4d7087d.

[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.
