submission_id stringlengths 36 36 | submitted_at_utc timestamp[s]date 2026-05-01 00:00:00 2026-05-12 07:12:30 | hf_user_id stringclasses 2
values | team_name stringclasses 2
values | method_name stringlengths 3 18 | model_size stringclasses 9
values | uses_external_data bool 1
class | uses_video_frames stringclasses 4
values | method_description stringclasses 5
values | project_url stringclasses 2
values | publication_url stringclasses 2
values | is_selected bool 2
classes | metrics dict |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
160ef853-ae68-5545-ad17-bc7491c3b4ac | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Molmo2-8B | 8B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Video-specific MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 36,
"Temporal Counting": 50,
"Event Ordering": 27,
"Event Linking": 25,
"Spatial Preference": 34,
"Activity Pattern": 22,
"Overall": 33.2
} |
2d8f01fe-903c-58a7-b125-91dc0a89b327 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Qwen-3-VL-8B | 8B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 35,
"Temporal Counting": 28,
"Event Ordering": 23,
"Event Linking": 21,
"Spatial Preference": 40,
"Activity Pattern": 42,
"Overall": 29.6
} |
365ea8ab-8416-5dfe-aced-9d5a8b384d4c | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | LongVA-7B | 7B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Video-specific MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 22,
"Temporal Counting": 18,
"Event Ordering": 20,
"Event Linking": 20,
"Spatial Preference": 20,
"Activity Pattern": 22,
"Overall": 20.6
} |
4dc64041-2753-5d1d-b834-78e8949a5be5 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Qwen-3-VL-30B-A3B | 30B MoE | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 36,
"Temporal Counting": 48,
"Event Ordering": 25,
"Event Linking": 26,
"Spatial Preference": 40,
"Activity Pattern": 30,
"Overall": 34
} |
5fba2e15-d29a-5003-9d9f-bf0728ff8755 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Qwen-3-VL-32B | 32B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 35,
"Temporal Counting": 46,
"Event Ordering": 27,
"Event Linking": 27,
"Spatial Preference": 50,
"Activity Pattern": 46,
"Overall": 36.8
} |
6cb1bd2f-35b5-56ab-a77e-4b382c21776a | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Gemini-3-Flash | API | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 46,
"Temporal Counting": 28,
"Event Ordering": 36,
"Event Linking": 44,
"Spatial Preference": 44,
"Activity Pattern": 44,
"Overall": 39.6
} |
71e8e0b3-7f11-51e0-a8ce-cb5f3567b22f | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | StreamingVLM | — | false | video-only | Baseline from Table 1 of the EgoMemReason paper (Video-specific MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 25,
"Temporal Counting": 29,
"Event Ordering": 21,
"Event Linking": 20,
"Spatial Preference": 20,
"Activity Pattern": 32,
"Overall": 24.2
} |
74488505-aae7-5571-865e-e4ce9474200e | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Random | — | false | other | Baseline from Table 1 of the EgoMemReason paper (Baseline). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 19.6,
"Temporal Counting": 16.7,
"Event Ordering": 11.1,
"Event Linking": 17.3,
"Spatial Preference": 19.3,
"Activity Pattern": 19.2,
"Overall": 16.8
} |
83c3da66-e9b2-50cf-a97f-19ba946104b9 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | AVP | API | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Agentic Video Framework). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 34,
"Temporal Counting": 42,
"Event Ordering": 31,
"Event Linking": 27,
"Spatial Preference": 38,
"Activity Pattern": 34,
"Overall": 34
} |
8a9f0a93-9933-5905-ac21-81b027b46d57 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | SiLVR | API + 8B | false | captions-only | Baseline from Table 1 of the EgoMemReason paper (Agentic Video Framework). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 31,
"Temporal Counting": 14,
"Event Ordering": 27,
"Event Linking": 17,
"Spatial Preference": 18,
"Activity Pattern": 28,
"Overall": 22.4
} |
9032345a-32c9-5204-b6be-800f7ad5a88d | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | InternVideo-2.5-8B | 8B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Video-specific MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 29,
"Temporal Counting": 27,
"Event Ordering": 25,
"Event Linking": 15,
"Spatial Preference": 32,
"Activity Pattern": 32,
"Overall": 25.6
} |
a20d5477-bd3f-53f3-b849-a4044d54c17f | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | InternVL3.5-8B | 8B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 23,
"Temporal Counting": 29,
"Event Ordering": 23,
"Event Linking": 27,
"Spatial Preference": 34,
"Activity Pattern": 42,
"Overall": 28
} |
a4498813-b231-5ec5-948d-fe56571e115d | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | GPT-5 | API | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 29,
"Temporal Counting": 42,
"Event Ordering": 20,
"Event Linking": 18,
"Spatial Preference": 32,
"Activity Pattern": 28,
"Overall": 27.8
} |
af2403ed-393e-5417-ae5e-5877c42b405c | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Ego-R1 | API | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Agentic Video Framework). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 30,
"Temporal Counting": 18,
"Event Ordering": 23,
"Event Linking": 18,
"Spatial Preference": 48,
"Activity Pattern": 32,
"Overall": 25.8
} |
bb99bc5a-3f46-4bda-acdc-770a88a88de0 | 2026-05-12T07:12:30 | code-kunkun | xxx | xxxx | false | captions-only | false | {
"Cumulative State Tracking": 34,
"Temporal Counting": 35,
"Event Ordering": 25,
"Event Linking": 21,
"Spatial Preference": 22,
"Activity Pattern": 42,
"Overall": 29.4
} | ||||
bf0c3c56-4f8b-5116-87e9-84fa400bd84a | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | VideoLLaMA3-8B | 8B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Video-specific MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 23,
"Temporal Counting": 31,
"Event Ordering": 27,
"Event Linking": 32,
"Spatial Preference": 38,
"Activity Pattern": 36,
"Overall": 30
} |
c0d79cd0-e300-5e26-a4a2-7cf61ddfad18 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | WorldMM | API | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (Agentic Video Framework). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 32,
"Temporal Counting": 44,
"Event Ordering": 21,
"Event Linking": 21,
"Spatial Preference": 34,
"Activity Pattern": 36,
"Overall": 30.6
} |
d5e2e16c-75e4-5c3a-b159-350233a6af68 | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | Gemini-3.1-Pro | API | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 40,
"Temporal Counting": 26,
"Event Ordering": 44,
"Event Linking": 33,
"Spatial Preference": 40,
"Activity Pattern": 48,
"Overall": 37.4
} |
f29f9a77-a6bb-50b9-bd61-faeab8b94e4c | 2026-05-01T00:00:00 | Ted412 | EgoMemReason | InternVL3.5-38B | 38B | false | frames-only | Baseline from Table 1 of the EgoMemReason paper (General MLLM). | https://github.com/Ted412/EgoMemReason | https://arxiv.org/abs/<arxiv_id> | true | {
"Cumulative State Tracking": 33,
"Temporal Counting": 40,
"Event Ordering": 27,
"Event Linking": 24,
"Spatial Preference": 46,
"Activity Pattern": 32,
"Overall": 32.6
} |
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