# Object Detection on RISE-Indoor

Source: [Object Detection on RISE-Indoor](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor>)

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

Data updated: 2026-03-31T07:09:58.034Z

Evaluation of Object Detection performance on the RISE-Indoor dataset, reporting specialized metrics including IoU, Dice, and success rates (S1-S11).

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 | Object Detection |
| Dataset (including any stated split) | RISE-Indoor |
| Metric | Success Rate (S1) |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Success Rate (S1)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S1)>): Higher is better; unit: PERCENT.

- [mIoU](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=mIoU>): Higher is better; unit: PERCENT.

- [Dice Coefficient](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Dice%20Coefficient>): Higher is better; unit: PERCENT.

- [Success Rate (S2)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S2)>): Higher is better; unit: PERCENT.

- [Success Rate (S3)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S3)>): Higher is better; unit: PERCENT.

- [Success Rate (S4)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S4)>): Higher is better; unit: PERCENT.

- [Success Rate (S5)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S5)>): Higher is better; unit: PERCENT.

- [Success Rate (S6)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S6)>): Higher is better; unit: PERCENT.

- [Success Rate (S7)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S7)>): Higher is better; unit: PERCENT.

- [Success Rate (S8)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S8)>): Higher is better; unit: PERCENT.

- [Success Rate (S9)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S9)>): Higher is better; unit: PERCENT.

- [Success Rate (S10)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S10)>): Higher is better; unit: PERCENT.

- [Success Rate (S11)](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Success%20Rate%20(S11)>): Higher is better; unit: PERCENT.

- [Average Success Rate](<https://www.sota2.com/research/sota/object-detection-on-rise-indoor.md?metric=Average%20Success%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate (S1) | Result date | Report paper |
| --- | --- | --- | --- |
| RISE | 73.93 | Not recorded | 691d4f04d6b0dd334292d699 |
| RISE | 58.7 | Not recorded | 691d4f04d6b0dd334292d699 |
| BRL | 0 | Not recorded | 691d4f04d6b0dd334292d699 |
| BRL | 0 | Not recorded | 691d4f04d6b0dd334292d699 |
| EMT + SRHD | 0 | Not recorded | 691d4f04d6b0dd334292d699 |
| EMT + SRHD | 0 | Not recorded | 691d4f04d6b0dd334292d699 |

### RISE

Success Rate (S1): 73.93. Result ID: 69cb72a847f34ce924b34714.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

Recorded evaluation configuration: {"Type":"M","Metric\_Type":"Dice (%)"}. This record does not assert independent reproduction.

### RISE

Success Rate (S1): 58.7. Result ID: 69cb72a847f34ce924b34713.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

[Method origin paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

Recorded evaluation configuration: {"Type":"M","Metric\_Type":"IoU (%)"}. This record does not assert independent reproduction.

### BRL

Success Rate (S1): 0. Result ID: 69cb72a847f34ce924b3470f.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72eb1e209131cea59384.md>)

Recorded evaluation configuration: {"Type":"S","Metric\_Type":"IoU (%)"}. This record does not assert independent reproduction.

### BRL

Success Rate (S1): 0. Result ID: 69cb72a847f34ce924b34710.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa72eb1e209131cea59384.md>)

Recorded evaluation configuration: {"Type":"S","Metric\_Type":"Dice (%)"}. This record does not assert independent reproduction.

### EMT + SRHD

Success Rate (S1): 0. Result ID: 69cb72a847f34ce924b34711.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

Recorded evaluation configuration: {"Type":"M","Metric\_Type":"IoU (%)"}. This record does not assert independent reproduction.

### EMT + SRHD

Success Rate (S1): 0. Result ID: 69cb72a847f34ce924b34712.

[Reporting paper](<https://www.sota2.com/research/paper/691d4f04d6b0dd334292d699.md>)

Recorded evaluation configuration: {"Type":"M","Metric\_Type":"Dice (%)"}. This record does not assert independent reproduction.

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