# Multi-session

Source: [Multi-session](<https://www.sota2.com/research/task/multi-session>)

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

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.



## Benchmarks

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

- [Multi-Session Place Recognition on SNAIL 2 Pairs](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-snail-2-pairs.md>): Multi-Session Place Recognition; SNAIL 2 Pairs.

- [Multi-Session Place Recognition on HeLiPR 2 Pairs](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-helipr-2-pairs.md>): Multi-Session Place Recognition; HeLiPR 2 Pairs.

- [Multi-Session Place Recognition on NCLT 3 Pairs](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-nclt-3-pairs.md>): Multi-Session Place Recognition; NCLT 3 Pairs.

- [Multi-Session Place Recognition on NCLT 26→20 V-32](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-nclt-26-20-v-32.md>): Multi-Session Place Recognition; NCLT 26→20 V-32.

- [Multi-session Retrieval-Augmented Generation on QASPER (test)](<https://www.sota2.com/research/sota/multi-session-retrieval-augmented-generation-on-qasper-test.md>): Multi-session Retrieval-Augmented Generation; QASPER (test).

- [Multi-session Retrieval-Augmented Generation on NarrativeQA (test)](<https://www.sota2.com/research/sota/multi-session-retrieval-augmented-generation-on-narrativeqa-test.md>): Multi-session Retrieval-Augmented Generation; NarrativeQA (test).

- [Multi-session Retrieval-Augmented Generation on MultihopRAG (test)](<https://www.sota2.com/research/sota/multi-session-retrieval-augmented-generation-on-multihoprag-test.md>): Multi-session Retrieval-Augmented Generation; MultihopRAG (test).

- [Long Multi-session Question Answering on LongMemEval 1.0 (test)](<https://www.sota2.com/research/sota/long-multi-session-question-answering-on-longmemeval-1-0-test.md>): Long Multi-session Question Answering; LongMemEval 1.0 (test).

- [Long Multi-session Question Answering on LoCoMo 1.0 (test)](<https://www.sota2.com/research/sota/long-multi-session-question-answering-on-locomo-1-0-test.md>): Long Multi-session Question Answering; LoCoMo 1.0 (test).

- [Multi-session Psychological Counseling on PsychEval](<https://www.sota2.com/research/sota/multi-session-psychological-counseling-on-psycheval.md>): Multi-session Psychological Counseling; PsychEval.

- [Associative multi-session conversation question answering on LoCoMo-Plus](<https://www.sota2.com/research/sota/associative-multi-session-conversation-question-answering-on-locomo-plus.md>): Associative multi-session conversation question answering; LoCoMo-Plus.

- [Multi-session Conversation Question Answering on LoCoMo](<https://www.sota2.com/research/sota/multi-session-conversation-question-answering-on-locomo.md>): Multi-session conversation question answering; LoCoMo.

- [Preference Evolution on PersonaMem 128K Context Scale](<https://www.sota2.com/research/sota/preference-evolution-on-personamem-128k-context-scale.md>): Preference evolution over long multi-session histories; PersonaMem 128K context scale.

- [Preference evolution over long multi-session histories on PersonaMem 32K context scale](<https://www.sota2.com/research/sota/preference-evolution-over-long-multi-session-histories-on-personamem-32k-context-scale.md>): Preference evolution over long multi-session histories; PersonaMem 32K context scale.

- [Multi-Session Place Recognition on NCLT 26→28 V-32](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-nclt-26-28-v-32.md>): Multi-Session Place Recognition; NCLT 26→28 V-32.

- [Multi-Session Place Recognition on HeLiPR O-128 r6→5](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-helipr-o-128-r6-5.md>): Multi-Session Place Recognition; HeLiPR O-128 r6→5.

- [Multi-Session Place Recognition on HeLiPR (O-128) r5→6](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-helipr-o-128-r5-6.md>): Multi-Session Place Recognition; HeLiPR (O-128) r5→6.

- [Multi-Session Place Recognition on HeLiPR (O-128) k5→6](<https://www.sota2.com/research/sota/multi-session-place-recognition-on-helipr-o-128-k5-6.md>): Multi-Session Place Recognition; HeLiPR (O-128) k5→6.

- [Multi-session Localization on Short S2 (test)](<https://www.sota2.com/research/sota/multi-session-localization-on-short-s2-test.md>): Multi-session Localization; Short S2 (test).

- [Multi-session Localization on Parkland S1 (test)](<https://www.sota2.com/research/sota/multi-session-localization-on-parkland-s1-test.md>): Multi-session Localization; Parkland S1 (test).

- [Multi-session Dialogue Generation on REALTALK two-session (test)](<https://www.sota2.com/research/sota/multi-session-dialogue-generation-on-realtalk-two-session-test.md>): Multi-session Dialogue Generation; REALTALK two-session (test).

- [Multi-session on LongMemEval S (test)](<https://www.sota2.com/research/sota/multi-session-on-longmemeval-s-test.md>): Multi-session; LongMemEval S (test).

- [Multi-session on LongMemEval-M](<https://www.sota2.com/research/sota/multi-session-on-longmemeval-m.md>): Multi-session; LongMemEval-M.

- [Multi-session Conversation Question Answering on LoCoMo 98 QA probes](<https://www.sota2.com/research/sota/multi-session-conversation-question-answering-on-locomo-98-qa-probes.md>): Multi-session Conversation Question Answering; LoCoMo 98 QA probes.

- [Static Multi-Session QA on LONGMEMEVAL S (noisy)](<https://www.sota2.com/research/sota/static-multi-session-qa-on-longmemeval-s-noisy.md>): Static Multi-Session QA; LONGMEMEVAL S (noisy).

- [Static Multi-Session QA on LONGMEMEVAL Oracle (clean)](<https://www.sota2.com/research/sota/static-multi-session-qa-on-longmemeval-oracle-clean.md>): Static Multi-Session QA; LONGMEMEVAL Oracle (clean).

- [Multi-session collaboration on MULTISESSIONCOLLAB 60 profiles × 60 sessions](<https://www.sota2.com/research/sota/multi-session-collaboration-on-multisessioncollab-60-profiles-60-sessions.md>): Multi-session collaboration; MULTISESSIONCOLLAB 60 profiles × 60 sessions.

- [Multi-Session Dialogue Generation on MSC Human Evaluation 1.0 (test)](<https://www.sota2.com/research/sota/multi-session-dialogue-generation-on-msc-human-evaluation-1-0-test.md>): Multi-Session Dialogue Generation; MSC (Multi-Session Chat) Human Evaluation 1.0 (test).

- [Multi-session Alignment on Missions 01, 02, 03](<https://www.sota2.com/research/sota/multi-session-alignment-on-missions-01-02-03.md>): Multi-session Alignment; Missions 01, 02, 03.

- [Multi-Session SLAM on EuROC-MAV V101-103](<https://www.sota2.com/research/sota/multi-session-slam-on-euroc-mav-v101-103.md>): Multi-Session SLAM; EuROC-MAV V101-103.

- [Multi-Session SLAM on EuROC-MAV MH01-03](<https://www.sota2.com/research/sota/multi-session-slam-on-euroc-mav-mh01-03.md>): Multi-Session SLAM; EuROC-MAV MH01-03.

- [Multi-session UAV Mapping on UAV Mapping Scene S8 (Valley)](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-s8-valley.md>): Multi-session UAV Mapping; UAV Mapping Scene S8 (Valley).

- [Multi-session UAV Mapping on UAV Mapping Scene Rural Town S7](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-rural-town-s7.md>): Multi-session UAV Mapping; UAV Mapping Scene Rural Town S7.

- [Multi-session UAV Mapping on UAV Mapping Scene S6 Island](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-s6-island.md>): Multi-session UAV Mapping; UAV Mapping Scene S6 Island.

- [Multi-session UAV Mapping on UAV Mapping Scene S5 (Aero-model Airfield)](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-s5-aero-model-airfield.md>): Multi-session UAV Mapping; UAV Mapping Scene S5 (Aero-model Airfield).

- [Multi-session UAV Mapping on UAV Mapping Scene S4 Farmland](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-s4-farmland.md>): Multi-session UAV Mapping; UAV Mapping Scene S4 Farmland.

- [Multi-session UAV Mapping on UAV Mapping Scene S3 (Factory)](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-s3-factory.md>): Multi-session UAV Mapping; UAV Mapping Scene S3 (Factory).

- [Multi-session UAV Mapping on UAV Mapping Scene Forest S2](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-forest-s2.md>): Multi-session UAV Mapping; UAV Mapping Scene Forest S2.

- [Multi-session UAV Mapping on UAV Mapping Scene Riverside S1](<https://www.sota2.com/research/sota/multi-session-uav-mapping-on-uav-mapping-scene-riverside-s1.md>): Multi-session UAV Mapping; UAV Mapping Scene Riverside S1.

- [Multi-Session SLAM on EuROC-MAV V201-203](<https://www.sota2.com/research/sota/multi-session-slam-on-euroc-mav-v201-203.md>): Multi-Session SLAM; EuROC-MAV V201-203.

- [Multi-Session SLAM on EuROC-MAV MH01-05](<https://www.sota2.com/research/sota/multi-session-slam-on-euroc-mav-mh01-05.md>): Multi-Session SLAM; EuROC-MAV MH01-05.

- [Multi-Session SLAM on ETH3D](<https://www.sota2.com/research/sota/multi-session-slam-on-eth3d.md>): Multi-Session SLAM; ETH3D.

- [Multi-session on LongMemEval S](<https://www.sota2.com/research/sota/multi-session-on-longmemeval-s.md>): Multi-session; LongMemEval S.